Most Cited AAAI "multi-domain logs" Papers

From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking

Yuhan Zhao, Rui Chen, Li Chen et al.

Learning Real-World Image De-weathering with Imperfect Supervision

Xiaohui Liu, Zhilu Zhang, Xiaohe Wu et al.

Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning

Ye Zhang, Yanqi Gao, Dongjie Wang et al.

Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion

Cunhang Fan, Yujie Chen, Jun Xue et al.

Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution

Shengjia Zhang, Jiawei Chen, Changdong Li et al.

Maximizing the Success Probability of Policy Allocations in Online Systems

Artem Betlei, Mariia Vladimirova, Mehdi Sebbar et al.

Learning Discrete-Time Major-Minor Mean Field Games

Kai Cui, Gökçe Dayanıklı, Mathieu Laurière et al.

Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications

Yutong Xia, Runpeng Yu, Yuxuan Liang et al.

TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection

Qiang Qi, Xiao Wang

How to Make Knockout Tournaments More Popular?

Juhi Chaudhary, Hendrik Molter, Meirav Zehavi

Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space

Xiaoyan Yu, Yifan Wei, Shuaishuai Zhou et al.

RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction

Yemin Yu, Luotian Yuan, Ying WEI et al.

MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance

Jialong Guo, Ke Liu, Jiangchao Yao et al.

DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos

Chunjie Luo, Fei Luo, Yusen Wang et al.

ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks

Renshuai Tao, Manyi Le, Chuangchuang Tan et al.

Revisiting Projection-Free Online Learning with Time-Varying Constraints

Yibo Wang, Yuanyu Wan, Lijun Zhang

Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning

Xianda Wang, Yaqi Qiao, Duo Wu et al.

STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation

Cong Xu, Yunhang He, Jun Wang et al.

Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation

Suho Park, SuBeen Lee, Hyun Seok Seong et al.

Decentralized Federated Learning with Model Caching on Mobile Agents

Xiaoyu Wang, Guojun Xiong, Houwei Cao et al.

Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM

Zirui Pan, Xin Wang, Yipeng Zhang et al.

APIRL: Deep Reinforcement Learning for REST API Fuzzing

Myles Foley, Sergio Maffeis

DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation

Fan Wang, Chaochao Chen, Weiming Liu et al.

Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function

Anna Grim, Jayaram Chandrashekar, Uygar Sümbül

Expressive Power of Temporal Message Passing

Przemysław Andrzej Wałęga, Michael Rawson

Responsibility in Extensive Form Games

Federated Partial Label Learning with Local-Adaptive Augmentation and Regularization

Yan Yan, Yuhong Guo

Doubly Perturbed Task Free Continual Learning

Byung Hyun Lee, Min-hwan Oh, Se Young Chun

Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation

Federico Julian Camerota Verdù, Lorenzo Castelli, Luca Bortolussi

Towards Learnable Anchor for Deep Multi-View Clustering

Bocheng Wang, Chusheng Zeng, Mulin Chen et al.

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models

GuangHao Meng, Sunan He, Jinpeng Wang et al.

CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization

Yuang Cai, Yuyu Yuan

PICNN: A Pathway towards Interpretable Convolutional Neural Networks

Wengang Guo, Jiayi Yang, HuiLin YIN et al.

Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning

Muzhi Li, Cehao Yang, Chengjin Xu et al.

Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection

Yuhang Ma, Wenting Xu, Chaoyi Zhao et al.

Protect Your Score: Contact-Tracing with Differential Privacy Guarantees

Rob Romijnders, Christos Louizos, Yuki Asano et al.

Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation

Yiwei Shi, Muning Wen, Qi Zhang et al.

How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs

Argyrios Deligkas, Michelle Döring, Eduard Eiben et al.

Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives

Marius Belly, Nathanaël Fijalkow, Hugo Gimbert et al.

Response Enhanced Semi-supervised Dialogue Query Generation

Jianheng Huang, Ante Wang, Linfeng Gao et al.

Generalisation through Negation and Predicate Invention

David M. Cerna, Andrew Cropper

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains

Yu Zhang, Yunyi Zhang, Yanzhen Shen et al.

Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation

Yingpeng Du, Zhu Sun, Ziyan Wang et al.

StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly?

Guobin Shen, Dongcheng Zhao, Aorigele Bao et al.

Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation

Zhen Zhang, Junfeng Yang, Limei Liu et al.

ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

Brandon Theodorou, Shrusti Jain, Cao Xiao et al.

SCOPE: Sign Language Contextual Processing with Embedding from LLMs

Yuqi Liu, Wenqian Zhang, Sihan Ren et al.

Novel Class Discovery in Chest X-rays via Paired Images and Text

Jiaying Zhou, Yang Liu, Qingchao Chen

Cross-modal Multi-task Learning for Multimedia Event Extraction

Jianwei Cao, Yanli Hu, Zhen Tan et al.

Reliable Data Generation and Selection for Low-Resource Relation Extraction

Junjie Yu, Xing Wang, Wenliang Chen

CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment

Yating Liu, Yujie Zhang, Ziyu Shan et al.

Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs

Yunlong Zhao, Haoran Wu, Bo Xu

DF-MIA: A Distribution-Free Membership Inference Attack on Fine-Tuned Large Language Models

Zhiheng Huang, Yannan Liu, Daojing He et al.

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials

Xingrun Xing, Li Du, Xinyuan Wang et al.

Scalable Quantum-Inspired Optimization Through Dynamic Qubit Compression

Co Tran, Quoc-Bao Tran, Hy Truong Son et al.

A Diffusion-Based Framework for Occluded Object Movement

Zheng-Peng Duan, Jiawei Zhang, Siyu Liu et al.

InstructOCR: Instruction Boosting Scene Text Spotting

Chen Duan, Qianyi Jiang, Pei Fu et al.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch

Shengyu Feng, Yiming Yang

ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks

Jiashu Yao, Heyan Huang, Zeming Liu et al.

Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing

William Watson, Nicole Cho, Nishan Srishankar

Exploring Activation Patterns of Parameters in Language Models

Yudong Wang, Damai Dai, Zhe Yang et al.

Compact HD Map Construction via Douglas-Peucker Point Transformer

Ruixin Liu, Zejian Yuan

ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation

Qiuzhen Lin, Yangfan Chen, Lijia Ma et al.

Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization

Jianing Wang, Yang Zhou, Xiaocheng Zhang et al.

Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters

WenZheng Zhang, Yang Hu, Jing Shi et al.

LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning

Ante Wang, Linfeng Song, Ye Tian et al.

Few-Shot, No Problem: Descriptive Continual Relation Extraction

Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran et al.

Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization

Ruijia Zhang, Mingxi Lei, Meng Ding et al.

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression

Chuqin Zhou, Guo Lu, Jiangchuan Li et al.

RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting

Shuo Yang, Bardh Prenkaj, Gjergji Kasneci

Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator

Jieru Lin, Danqing Huang, Tiejun Zhao et al.

DPLUT: Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors

Yunlong Lin, Zhenqi Fu, Kairun Wen et al.

Specifying What You Know or Not for Multi-Label Class-Incremental Learning

Aoting Zhang, Dongbao Yang, Chang Liu et al.

Graph Structure Refinement with Energy-based Contrastive Learning

Xianlin Zeng, Yufeng Wang, Yuqi Sun et al.

OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning

Tingting Zheng, Kui Jiang, Hongxun Yao et al.

PMAC: Personalized Multi-Agent Communication

Xiangrui Meng, Ying Tan

Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning

Jiaan Wang, JIanfeng Qu, Kexin Wang et al.

Drop the Beat! Freestyler for Accompaniment Conditioned Rapping Voice Generation

Ziqian Ning, Shuai Wang, Yuepeng Jiang et al.

Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting

Jiaqi Lin, Zhihao Li, Binxiao Huang et al.

Conditional Diffusion Models Based Conditional Independence Testing

Yanfeng Yang, Shuai Li, Yingjie Zhang et al.

MagicNaming: Consistent Identity Generation by Finding a “Name Space” in T2I Diffusion Models

Jing Zhao, Heliang Zheng, Chaoyue Wang et al.

Feature Clipping for Uncertainty Calibration

Linwei Tao, Minjing Dong, Chang Xu

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao et al.

Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning

Chenglu Sun, Shuo Shen, Wenzhi Tao et al.

Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation

Di Mi, Yanjun Zhang, Leo yu Zhang et al.

Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs

Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz

Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization

Yeji Song, Jimyeong Kim, Wonhark Park et al.

Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint

Yong-Min Shin, Siqing Li, Xin Cao et al.

CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models

Dongfang Li, Zetian Sun, Xinshuo Hu et al.

CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression

Xinjie Zhang, Shenyuan Gao, Zhening Liu et al.

ContactGen: Contact-Guided Interactive 3D Human Generation for Partners

Dongjun Gu, Jaehyeok Shim, Jaehoon Jang et al.

Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing

Hanfei Yu, Jian Li, Yang Hua et al.

Progressive Text-to-Image Diffusion with Soft Latent Direction

YuTeng Ye, Jiale Cai, Hang Zhou et al.

Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification

Xiaojun Xue, Chunxia Zhang, Tianxiang Xu et al.

Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation

Shihua Zhang, Zhenjie Zhu, Zizhuo Li et al.

Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP

Yayuan Li, Jintao Guo, Lei Qi et al.

Multimodal Variational Autoencoder: A Barycentric View

Peijie Qiu, Wenhui Zhu, Sayantan Kumar et al.

Building Variable-Sized Models via Learngene Pool

Boyu Shi, Shiyu Xia, Xu Yang et al.

Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval

Cheol-Ho Cho, WonJun Moon, WooJin Jun et al.

Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems

Zhiguang Yang, Liufang Sang, Haoran Wang et al.

CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance

Yupu Hao, Pengfei Cao, Zhuoran Jin et al.

AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization

Kun Wang, Zhiqiang Yan, Huang Tian et al.

Textured Mesh Saliency: Bridging Geometry and Texture for Human Perception in 3D Graphics

Kaiwei Zhang, Dandan Zhu, Xiongkuo Min et al.

Structured Probabilistic Coding

Dou Hu, Lingwei Wei, Yaxin Liu et al.

Recognizing Ultra-High-Speed Moving Objects with Bio-Inspired Spike Camera

Junwei Zhao, Shiliang Zhang, Zhaofei Yu et al.

Towards Realistic Semi-supervised Medical Image Classification

Wenxue Li, Lie Ju, Feilong Tang et al.

Hyperbolic-Constraint Point Cloud Reconstruction from Single RGB-D Images

Wenrui Li, Zhe Yang, Wei Han et al.

Two-Timescale Critic-Actor for Average Reward MDPs with Function Approximation

Prashansa Panda, Shalabh Bhatnagar

Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models

Yuchen Fan, Yuzhong Hong, Qiushi Wang et al.

Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning

Yanwen Ba, Xuan Liu, Xinning Chen et al.

FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update

Ziru Niu, Hai Dong, A. K. Qin

Frequency-Aware Density Control via Reparameterization for High-Quality Rendering of 3D Gaussian Splatting

Zhaojie Zeng, Yuesong Wang, Lili Ju et al.

SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models

Muxi Diao, Rumei Li, Shiyang Liu et al.

Revisiting CAD Model Generation by Learning Raster Sketch

Pu Li, Wenhao Zhang, Jianwei Guo et al.

Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach

Hugo Math, Rainer Lienhart, Robin Schön

PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation

Sarthak Kumar Maharana, Baoming Zhang, Yunhui Guo

CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning

Quanmin Wei, Penglin Dai, Wei Li et al.

Cached Transformers: Improving Transformers with Differentiable Memory Cached

Zhaoyang Zhang, Wenqi Shao, Yixiao Ge et al.

Action-Agnostic Point-Level Supervision for Temporal Action Detection

Shuhei M. Yoshida, Takashi Shibata, Makoto Terao et al.

Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning

Ziming Liu, Jingcai Guo, Song Guo et al.

EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and Events

Zehao Chen, Zhanfeng Liao, De Ma et al.

RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise

Ziniu Yin, Yanglin Feng, Ming Yan et al.

A Simple Graph Contrastive Learning Framework for Short Text Classification

Yonghao Liu, Fausto Giunchiglia, Lan Huang et al.

Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification

Wei Tan, Ngoc Dang Nguyen, Lan Du et al.

AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images

Yihang Liu, Lianghua He, Ying Wen et al.

TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection

Jiankang Chen, Tong Zhang, Wei-shi Zheng et al.

Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language

Jeong Hun Yeo, Chae Won Kim, Hyunjun Kim et al.

Optimized Gradient Clipping for Noisy Label Learning

Xichen Ye, Yifan Wu, Weizhong Zhang et al.

Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization

Dongping Liao, Xitong Gao, Chengzhong Xu

FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning

Yanbing Zhou, Xiangmou Qu, Chenlong You et al.

Subgraph Aggregation for Out-of-Distribution Generalization on Graphs

Bowen Liu, Haoyang Li, Shuning Wang et al.

ProtCLIP: Function-Informed Protein Multi-Modal Learning

Hanjing Zhou, Mingze Yin, Wei Wu et al.

Modeling Knowledge Graphs with Composite Reasoning

Wanyun Cui, Linqiu Zhang

GraSP: Simple Yet Effective Graph Similarity Predictions

Haoran Zheng, Jieming Shi, Renchi Yang

Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval

Bingjun Luo, Jinpeng Wang, Zewen Wang et al.

Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model

Yujun Li, Hongyuan Zhang, Yuan Yuan

Deep Rank-One Tensor Functional Factorization for Multi-Dimensional Data Recovery

Yanyi Li, Xi Zhang, Yisi Luo et al.

Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion

Liang Zhao, Ziyue Wang, Xiao Wang et al.

COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

Hao Tian, Sourav Medya, Wei Ye

Adaptive Decision Boundary for Few-Shot Class-Incremental Learning

Linhao Li, Yongzhang Tan, Siyuan Yang et al.

SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection

Jiahao Wang, Caixia Yan, Weizhan Zhang et al.

PlanLLM: Video Procedure Planning with Refinable Large Language Models

Dejie Yang, Zijing Zhao, Yang Liu

k-HyperEdge Medoids for Clustering Ensemble

Feijiang Li, Jieting Wang, Liuya Zhang et al.

Emergent Communication for Numerical Concepts Generalization

Enshuai Zhou, Yifan Hao, Rui Zhang et al.

WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network

Zhendong Liu, Le Zhang, Bing Li et al.

Backward Responsibility in Transition Systems Using General Power Indices

Christel Baier, Roxane van den Bossche, Sascha Klüppelholz et al.

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control

Bruce D. Lee, Leonardo F. Toso, Thomas T. Zhang et al.

Hypercorrelation Evolution for Video Class-Incremental Learning

Sen Liang, Kai Zhu, Wei Zhai et al.

No Head Left Behind – Multi-Head Alignment Distillation for Transformers

Tianyang Zhao, Kunwar Singh, Srikar Appalaraju et al.

To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation

Jungkyu Kim, Kibok Lee, Taeyoung Park

Semi-Supervised Online Cross-Modal Hashing

Xiao Kang, Xingbo Liu, Xuening Zhang et al.

Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge

Meshal Alharbi, Mardavij Roozbehani, Munther Dahleh

Backdoor Attack on Propagation-based Rumor Detectors

Di Jin, Yujun Zhang, Bingdao Feng et al.

Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound

Yun Liao, Junfan Li, Shizhong Liao et al.

SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations

Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng et al.

A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation

Feilong Xu, Feiyang Yang, Xiongfei Li et al.

MHBench: Demystifying Motion Hallucination in VideoLLMs

Ming Kong, Xianzhou Zeng, Luyuan Chen et al.

Wasserstein Differential Privacy

Chengyi Yang, Jiayin Qi, Aimin Zhou

Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation

9135 Yu Wang, Zexue He, Zhankui He et al.

PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning

Chengxiang Huang, Bingyan Liu

Swift-Mapping: Online Neural Implicit Dense Mapping in Urban Scenes

Ke Wu, Kaizhao Zhang, Mingzhe Gao et al.

Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined

Shizhe Hu, Binyan Tian, Weibo Liu et al.

Learning Multi-Object Positional Relationships via Emergent Communication

Yicheng Feng, Boshi An, Zongqing Lu

Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval

Jian Xiao, Zhenzhen Hu, Jia Li et al.

Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection

Yue Hou, He Zhu, Ruomei Liu et al.

ReMask-Animate: Refined Character Image Animation Using Mask-Guided Adapters

Xunzhi Xiang, Haiwei Xue, Zonghong Dai et al.

Generalization Analysis for Deep Contrastive Representation Learning

Nong Minh Hieu, Antoine Ledent, Yunwen Lei et al.

DeepSN: A Sheaf Neural Framework for Influence Maximization

Asela Hevapathige, Qing Wang, Ahad N. Zehmakan

HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning

Minkuk Kim, Hyeon Bae Kim, Jinyoung Moon et al.

Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation

Weinan He, Zilei Wang, Yixin Zhang

DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation

Wenwen Gong, Yangliao Geng, Dan Zhang et al.

Out-of-Distribution Detection with Prototypical Outlier Proxy

Mingrong Gong, Chaoqi Chen, Qingqiang Sun et al.

Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval

Yan Fang, Qingyao Ai, Jingtao Zhan et al.

Realistic Noise Synthesis with Diffusion Models

Qi Wu, Mingyan Han, Ting Jiang et al.

Efficient Learning in Polyhedral Games via Best-Response Oracles

Darshan Chakrabarti, Gabriele Farina, Christian Kroer

Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning

En Fu, Yanyan Hu

Universality of Real Minimal Complexity Reservoir

Robert Simon Fong, Boyu Li, Peter Tino

BARET: Balanced Attention Based Real Image Editing Driven by Target-Text Inversion

Yuming Qiao, Fanyi Wang, Jingwen Su et al.

SADBA: Self-Adaptive Distributed Backdoor Attack Against Federated Learning

Jun Feng, Yuzhe Lai, Hong Sun et al.

SpatioTemporal Learning for Human Pose Estimation in Sparsely-Labeled Videos

Yingying Jiao, Zhigang Wang, Sifan Wu et al.

Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks

Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo et al.

Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers

Qi Deng, Shuaicheng Niu, Ronghao Zhang et al.

Relational Neurosymbolic Markov Models

Lennert De Smet, Gabriele Venturato, Luc De Raedt et al.

Spatial-Related Sensors Matters: 3D Human Motion Reconstruction Assisted with Textual Semantics

Xueyuan Yang, Chao Yao, Xiaojuan Ban

Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization

Zeqin Yu, Jiangqun Ni, Jian Zhang et al.

HoneypotNet: Backdoor Attacks Against Model Extraction

Yixu Wang, Tianle Gu, Yan Teng et al.

LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement

Nan Jiang, Shanchao Liang, Chengxiao Wang et al.

A Similarity Paradigm Through Textual Regularization Without Forgetting

Fangming Cui, Jan Fong, Rongfei Zeng et al.

Probabilistic Shielding for Safe Reinforcement Learning

Edwin Hamel-De le Court, Francesco Belardinelli, Alexander W. Goodall

Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples

Yeyuan Wang, Dehong Gao, Lei Yi et al.

Semantic-Aware Data Augmentation for Text-to-Image Synthesis

Zhaorui Tan, Xi Yang, Kaizhu Huang

CoLAL: Co-learning Active Learning for Text Classification

Linh Le, Genghong Zhao, Xia Zhang et al.

Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors

Jinhyeok Choi, Heehyeon Kim, Joyce Jiyoung Whang

Robust Beamforming for Downlink Multi-Cell Systems: A Bilevel Optimization Perspective

Xingdi Chen, Yu Xiong, Kai YANG

GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation

Xu Wang, Zilei Wang, Zihan Lin

EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models

Yupeng Chen, Penglin Chen, Xiaoyu Zhang et al.

RRT-MVS: Recurrent Regularization Transformer for Multi-View Stereo

Jianfei Jiang, Liyong Wang, Haochen Yu et al.

TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification

Xiao Wang, Lekai Liu, Bin Yang et al.

Learning Diffusions under Uncertainty

Hao Huang, Qian Yan, Keqi Han et al.

Relational Distant Supervision for Image Captioning without Image-Text Pairs

Yayun Qi, Wentian Zhao, Xinxiao Wu