Most Cited AAAI "benchmark performance enhancement" Papers

PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration

Xiaoshui Huang, Zhou Huang, Yifan Zuo et al.

Task-Agnostic Language Model Watermarking via High Entropy Passthrough Layers

Vaden Masrani, Mohammad Akbari, David Ming Xuan Yue et al.

Rethinking Robustness of Model Attributions

Sandesh Kamath, Sankalp Mittal, Amit Deshpande et al.

Moonshine: Distilling Game Content Generators into Steerable Generative Models

Yuhe Nie, Michael Middleton, Tim Merino et al.

ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries

Wangyu Xue, Chen Qian, Jiayi Wu et al.

Computing Perfect Bayesian Equilibria in Sequential Auctions with Verification

Vinzenz Thoma, Vitor Bosshard, Sven Seuken

LTLf Synthesis on First-Order Agent Programs in Nondeterministic Environments

Till Hofmann, Jens Claßen

Span Graph Transformer for Document-Level Named Entity Recognition

Hongli Mao, Xian-Ling Mao, Hanlin Tang et al.

Community-Aware Variational Autoencoder for Continuous Dynamic Networks

Junwei Cheng, Chaobo He, Pengxing Feng et al.

LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation

Dongshuo Huang, Xiaoshui Huang, Chengdong Zhang et al.

SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction

Hao Wang, Lu Wang, Zhongyu Wang et al.

EDENet: Echo Direction Encoding Network for Place Recognition Based on Ground Penetrating Radar

Pengyu Zhang, Xieyuanli Chen, Yuwei Chen et al.

CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification

Zeqing Qin, Yiwei Wu, Lansheng Han

Learning Fine-Grained Alignment for Aerial Vision-Dialog Navigation

Yifei Su, Dong An, Kehan Chen et al.

Enhancing Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition

Tianyu Ren, Hui Wang, Karen Rafferty

Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification

Jimmy Lin, Junkai Li, Jiasi Gao et al.

DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation

Tom Segal, Asaf Shabtai, Yuval Elovici

Towards Projected and Incremental Pseudo-Boolean Model Counting

Suwei Yang, Kuldeep S. Meel

Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing

Behzad Shayegh, Hobie H.-B. Lee, Xiaodan Zhu et al.

PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery

Shristi Das Biswas, Matthew Shreve, Xuelu Li et al.

FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures

Hao Yu, Haoyu Chen, Wei Peng et al.

Minimal Macro-Based Rewritings of Formal Languages: Theory and Applications in Ontology Engineering (and Beyond)

Christian Kindermann, Anne-Marie George, Bijan Parsia et al.

Is Your Image a Good Storyteller?

Xiujie Song, Xiaoyi Pang, Haifeng Tang et al.

Motion Decoupled 3D Gaussian Splatting for Dynamic Object Representation

Xiao Hu, Libo Long, Jochen Lang

Tradutor: Building a Variety Specific Translation Model

Hugo Sousa, Satya Almasian, Ricardo Campos et al.

TdAttenMix: Top-Down Attention Guided Mixup

Zhiming Wang, Lin Gu, Feng Lu

ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency

Yang Ren, Hai Jiang, Menglong Yang et al.

SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration

Sarith Imaduwage

Generalizing Constraint Models in Constraint Acquisition

Dimos Tsouros, Senne Berden, Steven Prestwich et al.

TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient

Xingzhou Lou, Junge Zhang, Timothy Norman et al.

TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances

Wenting Xu, Viorela Ila, Luping Zhou et al.

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation

Xiaolu Hou, Mingcheng Li, Dingkang Yang et al.

COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks

Zijian Huang, Wenda Chu, Linyi Li et al.

ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning

Wenjin Hou, Dingjie Fu, Kun Li et al.

Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions

Yu Long, Qinghua Lin, Zhihua Wang et al.

GSO-Net: Grid Surface Optimization via Learning Geometric Constraints

Chaoyun Wang, Jingmin Xin, Nanning Zheng et al.

Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension

Chenxu Wang, Ping Jian, Zhen Yang

PNeSM: Arbitrary 3D Scene Stylization via Prompt-Based Neural Style Mapping

Jiafu Chen, Wei Xing, Jiakai Sun et al.

Any-Way Meta Learning

JunHoo Lee, Yearim Kim, Hyunho Lee et al.

SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models

Linqin Wang, Yaping Liu, Zhengtao Yu et al.

EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution

Xi Su, Xiangfei Shen, Mingyang Wan et al.

Coreference Graph Guidance for Mind-Map Generation

Zhuowei Zhang, Mengting Hu, Yinhao Bai et al.

EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics

Xiaochuan Liu, Xin Cheng, Yuchong Sun et al.

Disentangled Modeling of Preferences and Social Influence for Group Recommendation

Guangze Ye, Wen Wu, Guoqing Wang et al.

Auditable Algorithms for Approximate Model Counting

S Akshay, Supratik Chakraborty, Kuldeep S Meel

UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks

Jie Zhao, Chao Chen, Yuanshao Zhu et al.

Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis

Seunghwan An, Gyeongdong Woo, Jaesung Lim et al.

Click2Mask: Local Editing with Dynamic Mask Generation

Omer Regev, Omri Avrahami, Dani Lischinski

Generalized Class Discovery in Instance Segmentation

Cuong Manh Hoang, Yeejin Lee, Byeongkeun Kang

Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation

Miran Heo, Seoung Wug Oh, Seon Joo Kim et al.

Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors

Xuelin Shen, Yitong Wang, Silin Zheng et al.

Online Prompt Selection for Program Synthesis

Yixuan Li, Lewis Frampton, Federico Mora et al.

FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization

Zhiyong Ma, Zhengping Li, Yuanjie Shi et al.

Achieving Speed-Accuracy Balance in Vision-based 3D Occupancy Prediction via Geometric-Semantic Disentanglement

Yulin He, Wei Chen, Siqi Wang et al.

Local Causal Discovery for Structural Evidence of Direct Discrimination

Jacqueline Maasch, Kyra Gan, Violet Chen et al.

Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation

PeiYuan Tang, Xiaodong Zhang, Chunze Yang et al.

Breaking Symmetries in Quantified Graph Search: A Comparative Study

Mikoláš Janota, Markus Kirchweger, Tomáš Peitl et al.

Facility Location Games with Optional Preferences: A Revisit

Xingchen Sha, Shuyu Bao, Hau Chan et al.

Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment

Qing Chang, Yao-Xiang Ding, Kun Zhou

Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation

Dongyue Wu, Zilin Guo, Li Yu et al.

Testing Self-Reducible Samplers

Rishiraj Bhattacharyya, Sourav Chakraborty, Yash Pote et al.

Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement

Gang He, Guancheng Quan, Chang Wu et al.

A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft

Yu Chen, Shuai Zheng, Nianyi Wang et al.

AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting

Zihao Han, Baoquan Zhang, Lisai Zhang et al.

RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection

Xinquan Yu, Ziqi Sheng, Wei Lu et al.

Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning

Max Staats, Matthias Thamm, Bernd Rosenow

Unleashing the Potential of Model Bias for Generalized Category Discovery

Wenbin An, Haonan Lin, Jiahao Nie et al.

TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization

Anay Majee, Maria Xenochristou, Wei-Peng Chen

Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning

Chao Li, Yupeng Zhang, Jianqi Wang et al.

ViFactCheck: A New Benchmark Dataset and Methods for Multi-Domain News Fact-Checking In Vietnamese

Tran Thai Hoa, Tran Quang Duy, Khanh Quoc Tran et al.

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning

Junseok Park, Yoonsung Kim, Hee bin Yoo et al.

CUQDS: Conformal Uncertainty Quantification Under Distribution Shift for Trajectory Prediction

Huiqun Huang, Sihong He, Fei Miao

Theoretical and Empirical Analysis of Cost-Function Merging for Implicit Hitting Set WCSP Solving

Javier Larrosa, Conrado Martínez, Emma Rollon

Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval

Dezhao Luo, Shaogang Gong, Jiabo Huang et al.

FaceSpeak: Expressive and High-Quality Speech Synthesis from Human Portraits of Different Styles

Tian-Hao Zhang, Jiawei Zhang, Jun Wang et al.

Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion

Cheng Wu, Liang Su, Chaokun Wang et al.

One Step Learning, One Step Review

Huang Xiaolong, Qiankun Li, Xueran Li et al.

Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection

Xiaoyuan Guan, Jiankang Chen, Shenshen Bu et al.

Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation

Jiarui Yang, Chuan Wang, Jun Zhang et al.

MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling

Jiaqi Xu, Bo Liu, Yunkuo Chen et al.

Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration

Zijian Wang, Bin Wang, Haifeng Jing et al.

Exploring Task-Level Optimal Prompts for Visual In-Context Learning

Yan Zhu, Huan Ma, Changqing Zhang

Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration

Wonjeong Choi, Jungwuk Park, Dong-Jun Han et al.

Active Learning Guided by Efficient Surrogate Learners

Yunpyo An, Suyeong Park, Kwang In Kim

An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding

Dou Hu, Lingwei Wei, Wei Zhou et al.

Exploring Salient Object Detection with Adder Neural Networks

Bo-Wen Yin, Zheng Lin

Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space

Xingyu Zhu, Guanhui Ye, Chengdong Dong et al.

Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks

Giorgio Morales, John W. Sheppard

Levenshtein Distance Embedding with Poisson Regression for DNA Storage

Xiang Wei, Alan J.X. Guo, Sihan Sun et al.

Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation

Yihao Wang, Jiajie Su, Chaochao Chen et al.

Intent Oriented Contrastive Learning for Sequential Recommendation

Wuhong Wang, Jianhui Ma, Yuren Zhang et al.

Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method

Jiate Li, Meng Pang, Binghui Wang

VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos

Baoyu Liang, Qile Su, Shoutai Zhu et al.

Interpretable Failure Detection with Human-Level Concepts

Kien X. Nguyen, Tang Li, Xi Peng

RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater

Yu Peng, Lijie Zhang, Peizhuo Lv et al.

BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation

Oren Barkan, Yehonatan Elisha, Jonathan Weill et al.

Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning

Kaiyou Song, Shan Zhang, Tong Wang

An Approximate Skolem Function Counter

Arijit Shaw, Brendan Juba, Kuldeep S Meel

Optimizing Label Assignment for Weakly Supervised Person Search

Haiyang Zhu, Xi Yang, Nannan Wang

LLM Agents Can Be Choice-Supportive Biased Evaluators: An Empirical Study

Nan Zhuang, Boyu Cao, Yi Yang et al.

Bright-NeRF: Brightening Neural Radiance Field with Color Restoration from Low-Light RAW Images

Min Wang, Xin Huang, Guoqing Zhou et al.

GHOST: Gaussian Hypothesis Open-Set Technique

Ryan Rabinowitz, Steve Cruz, Manuel Günther et al.

Multimodal Fine-Grained Apparent Personality Trait Recognition: Joint Modeling of Big Five and Questionnaire Item-level Scores

Ryo Masumura, Shota Orihashi, Mana Ihori et al.

MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models

Tian Liang, Yuetian Du, Jing Huang et al.

Langevin Monte Carlo Beyond Lipschitz Gradient Continuity

Matej Benko, Iwona Chlebicka, Jorgen Endal et al.

Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing

Changqian Wang, Shangshang Yang, Siyu Song et al.

Proactive and Reactive Constraint Programming for Stochastic Project Scheduling with Maximal Time-Lags

Kim van den Houten, Léon Planken, Esteban Freydell et al.

CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift

Anh T Nguyen, Lam Tran, Anh Tong et al.

Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses

Hui Liu, Shikai Jin

On Shallow Planning Under Partial Observability

Randy Lefebvre, Audrey Durand

Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning

Trang Nguyen, Anh Tran, Nhat Ho

Rethinking High-speed Image Reconstruction Framework with Spike Camera

Kang Chen, Yajing Zheng, Tiejun Huang et al.

M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection

Jiafeng Li, Ying Wen, Lianghua He

Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning

Ruiqian Nai, Zixin Wen, Ji Li et al.

Formally Verified Approximate Policy Iteration

Maximilian Schäffeler, Mohammad Abdulaziz

Counting and Reasoning with Plans

David Speck, Markus Hecher, Daniel Gnad et al.

Learning More Expressive General Policies for Classical Planning Domains

Simon Ståhlberg, Blai Bonet, Hector Geffner

Functional Connectomes of Neural Networks

Tananun Songdechakraiwut, Yutong Wu

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification

Yudong Han, Haocong Wang, Yupeng Hu et al.

MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics

Kaichen Xu, Qilong Wu, Yan Lu et al.

Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation

Fair and Efficient Completion of Indivisible Goods

Vishwa Prakash HV, Ayumi Igarashi, Rohit Vaish

Counterfactual Identification Under Monotonicity Constraints

Aurghya Maiti, Drago Plecko, Elias Bareinboim

Explicit Relational Reasoning Network for Scene Text Detection

Yuchen Su, Zhineng Chen, Yongkun Du et al.

The Logic of Doxastic Strategies

Junli Jiang, Pavel Naumov

On the Expressivity of Recurrent Neural Cascades

Nadezda Knorozova, Alessandro Ronca

An Alternative Theory of Stable Revision for Nondeterministic Approximation Fixpoint Theory and the Relationships

Spencer Killen, Jia-Huai You, Jesse Heyninck

Temporal Triadic Closure: Finding Dense Substructures in Social Networks That Evolve over Time

Tom Davot, Jessica Enright, Jayakrishnan Madathil et al.

JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts

Taein Son, Soo Won Seo, Jisong Kim et al.

Memory-Efficient Prompt Tuning for Incremental Histopathology Classification

Yu Zhu, Kang Li, Lequan Yu et al.

Implicit Modeling of Non-rigid Objects with Cross-Category Signals

Yuchun Liu, Benjamin Planche, Meng Zheng et al.

HomoMatcher: Achieving Dense Feature Matching with Semi-Dense Efficiency by Homography Estimation

Xiaolong Wang, Lei Yu, Yingying Zhang et al.

Towards Runtime Analysis of Population-Based Co-evolutionary Algorithms on Sparse Binary Zero-Sum Game

Per Kristian Lehre, Shishen Lin

Towards Universal Rainy Image Restoration: Benchmark and Baseline

Hujie Yan

Position-Aware Guided Point Cloud Completion with CLIP Model

Feng Zhou, Qi Zhang, Ju Dai et al.

MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions

Yanjie Li, Weijun Li, Lina Yu et al.

Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction

Yixuan Li, Can Chen, Jiajun Li et al.

FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos

Zhengqian Wu, Ruizhe Li, Zijun Xu et al.

Discovering Conceptual Knowledge with Analytic Ontology Templates for Articulated Objects

Jianhua Sun, Yuxuan Li, Longfei Xu et al.

CPN: Complementary Proposal Network for Unconstrained Text Detection

Longhuang Wu, Shangxuan Tian, Youxin Wang et al.

How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching

András Balogh, Márk Jelasity

Does VLM Classification Benefit from LLM Description Semantics?

Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko et al.

Novel View Synthesis Under Large-Deviation Viewpoint for Autonomous Driving

Xin Ma, Jiguang Zhang, Peng Lu et al.

Polarization Guided Mask-Free Shadow Removal

Chu Zhou, Chao Xu, Boxin Shi

The Master Key Filters Hypothesis: Deep Filters Are General

Zahra Babaiee, Peyman M. Kiasari, Daniela Rus et al.

Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows

Suxin Tong, Jingling Yuan

PointCFormer: A Relation-Based Progressive Feature Extraction Network for Point Cloud Completion

Yi Zhong, Weize Quan, Dong-Ming Yan et al.

From Logistic Regression to the Perceptron Algorithm: Exploring Gradient Descent with Large Step Sizes

Alexander Tyurin

IPVTON: Image-based 3D Virtual Try-on with Image Prompt Adapter

Xiaojing Zhong, Zhonghua Wu, Xiaofeng Yang et al.

SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks

Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode et al.

Differentially Private Prototypes for Imbalanced Transfer Learning

Dariush Wahdany, Matthew Jagielski, Adam Dziedzic et al.

Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees

Zongjun Yang, Luofeng Liao, Christian Kroer

Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios

Ruolin Wang, Yuejiao Xu, Jianmin Ji

Distances Between Top-Truncated Elections of Different Sizes

Piotr Faliszewski, Jitka Mertlová, Pierre Nunn et al.

Open-Vocabulary Video Relation Extraction

Understanding EFX Allocations: Counting and Variants

Tzeh Yuan Neoh, Nicholas Teh

PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic Segmentation

Shoumeng Qiu, Xinrun Li, Xiangyang Xue et al.

Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness

Haoming Wang, Wei Gao

Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning

Guy Azran, Mohamad H Danesh, Stefano Albrecht et al.

Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning

Jia Wang, Yawen Li, Yingxia Shao et al.

AACP: Aesthetics Assessment of Children’s Paintings Based on Self

Supervised Learning

Free-Moving Object Reconstruction and Pose Estimation with Virtual Camera

Haixin Shi, Yinlin Hu, Daniel Koguciuk et al.

Subgraph Invariant Learning Towards Large-Scale Graph Node Classification

Leilei Wang, Si Shi, Fei Ma et al.

Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors

Wasu Top Piriyakulkij, Yingheng Wang, Volodymyr Kuleshov

What Does a Query Answer Tell You? Informativeness of Query Answers for Knowledge Bases

Luca Andolfi, Gianluca Cima, Marco Console et al.

On the Convergence of Tâtonnement for Linear Fisher Markets

Tianlong Nan, Yuan Gao, Christian Kroer

ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis

Xinyu Geng, Jiaming Wang, Xiaolin Huang et al.

Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing

Guangming Zhu, Siyuan Wang, Tianci Wu et al.

Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision

An Extension-Based Argument-Ranking Semantics: Social Rankings in Abstract Argumentation

Lars Bengel, Giovanni Buraglio, Jan Maly et al.

Adversarial Contrastive Graph Augmentation with Counterfactual Regularization

Tao Long, Lei Zhang, Liang Zhang et al.

Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision

Wonjoon Chang, Dahee Kwon, Jaesik Choi

Semantic Ambiguity Modeling and Propagation for Fine-Grained Visual Cross View Geo-Localization

Mingtao Feng, Fenghao Tian, Jianqiao Luo et al.

HORIZON: High-Resolution Semantically Controlled Panorama Synthesis

Kun Yan, Lei Ji, Jian Liang et al.

A Continuous-time Tractable Model for Present-biased Agents

Yasunori Akagi, Hideaki Kim, Takeshi Kurashima

Partial Label Causal Representation Learning for Instance-Dependent Supervision and Domain Generalization

Yizhi Wang, Weijia Zhang, Min-Ling Zhang

Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models

Li Zheng, Liangbin Xie, Jiantao Zhou et al.

Rare Event Detection in Imbalanced Multi-Class Datasets Using an Optimal MIP-Based Ensemble Weighting Approach

Georgios Tertytchny, Georgios L. Stavrinides, Maria K. Michael

Monocular 3D Hand Mesh Recovery via Dual Noise Estimation

Hanhui Li, Xiaojian Lin, Xuan Huang et al.

CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex

Guoyuan Yang, Mufan Xue, Ziming Mao et al.

E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS

Ziyang Zhang, Yang Zhao, Ming-Ching Chang et al.

Multi-View Multi-Label Classification via View-Label Matching Selection

Hao Wei, Yongjian Deng, Qiuru Hai et al.

Goal-Driven Reasoning in DatalogMTL with Magic Sets

Shaoyu Wang, Kaiyue Zhao, Dongliang Wei et al.

On Alternating-Time Temporal Logic, Hyperproperties, and Strategy Sharing

Raven Beutner, Bernd Finkbeiner

LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation

Yatong Sun, Xiaochun Yang, Zhu Sun et al.

Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation

Huayu Mai, Rui Sun, Feng Wu

Federated t-SNE and UMAP for Distributed Data Visualization

Dong Qiao, Xinxian Ma, Jicong Fan

DZAD: Diffusion-based Zero-shot Anomaly Detection

Tianrui Zhang, Liang Gao, Xinyu Li et al.

Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation

Yujing Liu, Zongqian Wu, Zhengyu Lu et al.

Privileged Prior Information Distillation for Image Matting

Cheng Lyu, Jiake Xie, Bo Xu et al.

Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing

Qihua Chen, Xuejin Chen, Chenxuan Wang et al.

Non-Convex Tensor Recovery from Local Measurements

Tongle Wu, Ying Sun, Jicong Fan

Exploiting Continuous Motion Clues for Vision-Based Occupancy Prediction

Haoran Xu, Peixi Peng, Xinyi Zhang et al.

Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval

Zhiqian Zhao, Liang Li, Jiehua Zhang et al.

Ghost Noise for Regularizing Deep Neural Networks

Atli Kosson, Dongyang Fan, Martin Jaggi

Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning

Amr Abourayya, Jens Kleesiek, Kanishka Rao et al.

NeSyFOLD: A Framework for Interpretable Image Classification

Parth Padalkar, Huaduo Wang, Gopal Gupta

Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis

Jie Qiao, Yu Xiang, Zhengming Chen et al.

The Complexity of Extending Fair Allocations of Indivisible Goods

Argyrios Deligkas, Eduard Eiben, Robert Ganian et al.

SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning

Xinyang Liu, Pengchao Han, Xuan Li et al.