Most Cited AAAI 2024 "reasoning grounding" Papers

T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion

Chong Mou, Xintao Wang, Liangbin Xie et al.

Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Maciej Besta, Nils Blach, Ales Kubicek et al.

Benchmarking Large Language Models in Retrieval-Augmented Generation

Jiawei Chen, Hongyu Lin, Xianpei Han et al.

ExpeL: LLM Agents Are Experiential Learners

Andrew Zhao, Daniel Huang, Quentin Xu et al.

Preference Ranking Optimization for Human Alignment

Feifan Song, Bowen Yu, Minghao Li et al.

MemoryBank: Enhancing Large Language Models with Long-Term Memory

Wanjun Zhong, Lianghong Guo, Qiqi Gao et al.

Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free Videos

Yue Ma, Yingqing HE, Xiaodong Cun et al.

NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models

Gengze Zhou, Yicong Hong, Qi Wu

MedSegDiff-V2: Diffusion-based Medical Image Segmentation with Transformer

Junde Wu, Wei Ji, Huazhu Fu et al.

NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving

Tianwen Qian, Jingjing Chen, Linhai Zhuo et al.

Detecting and Preventing Hallucinations in Large Vision Language Models

Anisha Gunjal, Jihan Yin, Erhan Bas

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

Zhaopeng Gu, Bingke Zhu, Guibo Zhu et al.

Knowledge Graph Prompting for Multi-Document Question Answering

Yu Wang, Nedim Lipka, Ryan A. Rossi et al.

Omni-Kernel Network for Image Restoration

Yuning Cui, Wenqi Ren, Alois Knoll

Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn Dialogue

Songhua Yang, Hanjie Zhao, Senbin Zhu et al.

BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions

Wenbo Hu, Yifan Xu, Yi Li et al.

ODTrack: Online Dense Temporal Token Learning for Visual Tracking

Yaozong Zheng, Bineng Zhong, Qihua Liang et al.

PMET: Precise Model Editing in a Transformer

Xiaopeng Li, Shasha Li, Shezheng Song et al.

MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

Wanlin Cai, Yuxuan Liang, Xianggen Liu et al.

Generalized Planning in PDDL Domains with Pretrained Large Language Models

Tom Silver, Soham Dan, Kavitha Srinivas et al.

Fast Machine Unlearning without Retraining through Selective Synaptic Dampening

Jack Foster, Stefan Schoepf, Alexandra Brintrup

VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection

Peng Wu, Xuerong Zhou, Guansong Pang et al.

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

Teng Hu, Jiangning Zhang, Ran Yi et al.

Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking

Mingzhan Yang, Guangxin Han, Bin Yan et al.

SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

Zhecheng Wang, Rajanie Prabha, Tianyuan Huang et al.

ResDiff: Combining CNN and Diffusion Model for Image Super-resolution

Shuyao Shang, Zhengyang Shan, Guangxing Liu et al.

PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation

Haibo Jin, Haoxuan Che, Yi Lin et al.

Task Contamination: Language Models May Not Be Few-Shot Anymore

Changmao Li, Jeffrey Flanigan

SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research

Liangtai Sun, Yang Han, Zihan Zhao et al.

SCTNet: Single Branch CNN with Transformer Semantic Information for Real-Time Segmentation

Authors: Zhengze Xu, Dongyue Wu, Changqian Yu et al.

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

Zhenyu Li, Sunqi Fan, Yu Gu et al.

LGMRec: Local and Global Graph Learning for Multimodal Recommendation

Zhiqiang Guo, Jianjun Li, Guohui Li et al.

ProAgent: Building Proactive Cooperative Agents with Large Language Models

Ceyao Zhang, Kaijie Yang, Siyi Hu et al.

SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation

Wenxi Yue, Jing Zhang, Kun Hu et al.

Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting

Xinyan Guan, Yanjiang Liu, Hongyu Lin et al.

VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View

Raphael Schumann, Wanrong Zhu, Weixi Feng et al.

Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations

Likang Wu, Zhaopeng Qiu, Zhi Zheng et al.

Fluctuation-Based Adaptive Structured Pruning for Large Language Models

Yongqi An, Xu Zhao, Tao Yu et al.

OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models

Changhun Lee, Jungyu Jin, Taesu Kim et al.

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

jiexi Liu, Songcan Chen

Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

Yucheng Wang, Yuecong Xu, Jianfei Yang et al.

Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis

Caoyun Fan, Jindou Chen, Yaohui Jin et al.

An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention

Yehjin Shin, Jeongwhan Choi, Hyowon Wi et al.

UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation

Kefu Yi, Kai Luo, Xiaolei Luo et al.

An Empirical Study of CLIP for Text-Based Person Search

Cao Min, Yang Bai, ziyin Zeng et al.

Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation

Yutong Liu, Haijiang Zhu, Mengting Liu et al.

LDMVFI: Video Frame Interpolation with Latent Diffusion Models

Duolikun Danier, Fan Zhang, David Bull

Explicit Visual Prompts for Visual Object Tracking

Liangtao Shi, Bineng Zhong, Qihua Liang et al.

Reliable Conflictive Multi-View Learning

Cai Xu, Jiajun Si, Ziyu Guan et al.

Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models

Ruichen Wang, Zekang Chen, Chen Chen et al.

Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties

Taylor Sorensen, Liwei Jiang, Jena Hwang et al.

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks

Yiding Lu, Yijie Lin, Mouxing Yang et al.

8976 PointAttN: You Only Need Attention for Point Cloud Completion

Jun Wang, Ying Cui, Dongyan Guo et al.

VIGC: Visual Instruction Generation and Correction

Théo Delemazure, Jérôme Lang, Grzegorz Pierczyński

MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning

Yi Xin, Junlong Du, Qiang Wang et al.

FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

Haokun Chen, Yao Zhang, Denis Krompass et al.

FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly

Yuhan Li, Yishun Dou, Yue Shi et al.

Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation

Shuanghao Bai, Min Zhang, Wanqi Zhou et al.

VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding

Yi Xin, Junlong Du, Qiang Wang et al.

GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time

Haoran Ye, Jiarui Wang, Helan Liang et al.

Directed Diffusion: Direct Control of Object Placement through Attention Guidance

Wan-Duo Ma, Avisek Lahiri, J. P. Lewis et al.

KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning

Debjyoti Mondal, Suraj Modi, Subhadarshi Panda et al.

Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection

Zhongjie Ba, Qingyu Liu, Zhenguang Liu et al.

AVSegFormer: Audio-Visual Segmentation with Transformer

Shengyi Gao, Zhe Chen, Guo Chen et al.

DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection

Yunfan Ye, Yuhang Huang, Renjiao Yi et al.

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA

Lang Yu, Qin Chen, Jie Zhou et al.

EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce

Li Yangning, Shirong Ma, Xiaobin Wang et al.

PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng et al.

MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning

Baoquan Zhang, Chuyao Luo, Demin Yu et al.

SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking

Wang Yu Hsiang, Jun-Wei Hsieh, Ping-Yang Chen et al.

RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting

Lei Shu, Liangchen Luo, Jayakumar Hoskere et al.

Graph Neural Prompting with Large Language Models

Yijun Tian, Huan Song, Zichen Wang et al.

Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation

Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye et al.

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis

Yiwen Chen, Chi Zhang, Xiaofeng Yang et al.

V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models

Heng Wang, Jianbo Ma, Santiago Pascual et al.

FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning

Zhenhua Yang, Dezhi Peng, Yuxin Kong et al.

FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update

Ji Liu, Juncheng Jia, Tianshi Che et al.

Temporal Adaptive RGBT Tracking with Modality Prompt

Hongyu Wang, Xiaotao Liu, Yifan Li et al.

SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation

Malyaban Bal, Abhronil Sengupta

Teaching Large Language Models to Translate with Comparison

Jiali Zeng, Fandong Meng, Yongjing Yin et al.

Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks

Yingpeng Du, Di Luo, Rui Yan et al.

HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors

Xiao Wang, Zongzhen Wu, Bo Jiang et al.

Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum

Zhengliang Shi, Shen Gao, Minghang Zhu et al.

Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

Guy Yariv, Itai Gat, Sagie Benaim et al.

SkeletonGait: Gait Recognition Using Skeleton Maps

Chao Fan, Jingzhe Ma, Dongyang Jin et al.

TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection

Hao Sun, Mingyao Zhou, Wenjing Chen et al.

Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation

Zhewei Yao, Xiaoxia Wu, Cheng Li et al.

HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting

Qihe Huang, Lei Shen, Ruixin Zhang et al.

Plug-In Diffusion Model for Sequential Recommendation

Haokai Ma, Ruobing Xie, Lei Meng et al.

Learning Content-Enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation

Qi Bi, Shaodi You, Theo Gevers

Learning to Rank in Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang et al.

Generative-Based Fusion Mechanism for Multi-Modal Tracking

Zhangyong Tang, Tianyang Xu, Xiaojun Wu et al.

Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers

Sungmin Cha, Sungjun Cho, Dasol Hwang et al.

Generating Images of Rare Concepts Using Pre-trained Diffusion Models

Dvir Samuel, Rami Ben-Ari, Simon Raviv et al.

NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields

Junge Zhang, Feihu Zhang, Shaochen Kuang et al.

BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving

Haicheng Liao, Zhenning Li, Huanming Shen et al.

DiffusionTrack: Diffusion Model for Multi-Object Tracking

Run Luo, Zikai Song, Lintao Ma et al.

Make RepVGG Greater Again: A Quantization-Aware Approach

Xuesong Nie, Yunfeng Yan, Siyuan Li et al.

Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons

Yuheng Chen, Pengfei Cao, Yubo Chen et al.

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks

Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou et al.

Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales

Taeyoon Kwon, Kai Ong, Dongjin Kang et al.

Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders

Yaohua Zha, Huizhen Ji, Jinmin Li et al.

HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning

Xingtong Yu, Yuan Fang, Zemin Liu et al.

Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks

Yufei Guo, Yuanpei Chen, Xiaode Liu et al.

Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai et al.

Delving into Multimodal Prompting for Fine-Grained Visual Classification

Xin Jiang, Hao Tang, Junyao Gao et al.

MASTER: Market-Guided Stock Transformer for Stock Price Forecasting

Tong Li, Zhaoyang Liu, Yanyan Shen et al.

Correlation Matching Transformation Transformers for UHD Image Restoration

Cong Wang, Jinshan Pan, Wei Wang et al.

VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting

Seunggu Kang, WonJun Moon, Euiyeon Kim et al.

UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding

Chenpeng Du, Yiwei Guo, Feiyu Shen et al.

FFT-Based Dynamic Token Mixer for Vision

Yuki Tatsunami, Masato Taki

Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum

Fan Xu, Nan Wang, Hao Wu et al.

SECap: Speech Emotion Captioning with Large Language Model

Yaoxun Xu, Hangting Chen, Jianwei Yu et al.

DocFormerv2: Local Features for Document Understanding

Srikar Appalaraju, Peng Tang, Qi Dong et al.

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models

Yuqi Zhu, Jia Li, Ge Li et al.

Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation

Shilin Yan, Renrui Zhang, Ziyu Guo et al.

PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering

Bingheng Li, Erlin Pan, Zhao Kang

Editing Language Model

Based Knowledge Graph Embeddings

SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency

8137 Feiyu Zhu, Reid Simmons

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

Wenfang Yao, Kejing Yin, William Cheung et al.

SwitchTab: Switched Autoencoders Are Effective Tabular Learners

Jing Wu, Suiyao Chen, Qi Zhao et al.

TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning

Siheng Xiong, Yuan Yang, Ali Payani et al.

CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models

Zhongxi Chen, Ke Sun, Xianming Lin

Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy

Yu Fu, Deyi Xiong, Yue Dong

Data Roaming and Quality Assessment for Composed Image Retrieval

Matan Levy, Rami Ben-Ari, Nir Darshan et al.

Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects

Jian Hu, Jiayi Lin, Shaogang Gong et al.

LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time

Sensitive Test Construction - Yucheng Li, Frank Guerin, Chenghua Lin

Panoptic Scene Graph Generation with Semantics-Prototype Learning

Li Li, Wei Ji, Yiming Wu et al.

Visual Instruction Tuning with Polite Flamingo

Delong Chen, Jianfeng Liu, Wenliang Dai et al.

SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation

Dong Wu, Mingmin Chi, Xuan Zang et al.

SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth Map Super-resolution

Zhengxue Wang, Zhiqiang Yan, Jian Yang

Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations

Yufeng Huang, Jiji Tang, Zhuo Chen et al.

Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark

Fangjun Li, David C. Hogg, Anthony G. Cohn

Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers

Hadi Abdine, Michail Chatzianastasis, Costas Bouyioukos et al.

EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering

Junjue Wang, Zhuo Zheng, Zihang Chen et al.

GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking

Shu Yin, Peican Zhu, Lianwei Wu et al.

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Xuan Shen, Peiyan Dong, Lei Lu et al.

S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention

Chiyu Zhang, Xiaogang Xu, Lei Wang et al.

SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation

Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption

Ziteng Cui, Lin Gu, Xiao Sun et al.

Understanding the Role of the Projector in Knowledge Distillation

Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning

Longchao Da, Minquan Gao, Hua Wei et al.

Spatial Transform Decoupling for Oriented Object Detection

Hongtian Yu, Yunjie Tian, Qixiang Ye et al.

M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy

Hansong Zhang, Shikun Li, Pengju Wang et al.

High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-identification

Liuxiang Qiu, Si Chen, Yan Yan et al.

LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection

hongcheng Guo, Jian Yang, Jiaheng Liu et al.

DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection

Li Xiang, Junbo Yin, Wei Li et al.

Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition

Jianyang Xie, Yanda Meng, Yitian Zhao et al.

Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model

Lingjun Zhang, Xinyuan Chen, Yaohui Wang et al.

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning

Samyadeep Basu, Shell Hu, Daniela Massiceti et al.

CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series

Yuxiao Cheng, Lianglong Li, Tingxiong Xiao et al.

ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt Bank

Zhanjie Zhang, Quanwei Zhang, Wei Xing et al.

Feature Fusion from Head to Tail for Long-Tailed Visual Recognition

Mengke Li, Zhikai HU, Yang Lu et al.

Gramformer: Learning Crowd Counting via Graph-Modulated Transformer

Hui LIN, Zhiheng Ma, Xiaopeng Hong et al.

A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators

Chen Zhang, L. F. D’Haro, Yiming Chen et al.

Improving Audio-Visual Segmentation with Bidirectional Generation

Dawei Hao, Yuxin Mao, Bowen He et al.

Improving Automatic VQA Evaluation Using Large Language Models

Oscar Mañas, Benno Krojer, Aishwarya Agrawal

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection

Litian Zhang, Xiaoming Zhang, Chaozhuo Li et al.

DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity

Yeying Jin, Wenhan Yang, W. Ye et al.

Unifying Visual and Vision-Language Tracking via Contrastive Learning

AltDiffusion: A Multilingual Text-to-Image Diffusion Model

Fulong Ye, Guang Liu, Xinya Wu et al.

Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang et al.

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning

Huiping Zhuang, Run He, Kai Tong et al.

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models

Namhyuk Ahn, Junsoo Lee, Chunggi Lee et al.

Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning

Alexey Skrynnik, Anton Andreychuk, Maria Nesterova et al.

DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval

Xiangpeng Yang, Linchao Zhu, Xiaohan Wang et al.

TOP-ReID: Multi-Spectral Object Re-identification with Token Permutation

Yuhao Wang, Xuehu Liu, Pingping Zhang et al.

Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification

Zhen-Xiang Ma, Zhen-Duo Chen, Li-Jun Zhao et al.

Fine-Grained Prototypes Distillation for Few-Shot Object Detection

Zichen Wang, Bo Yang, Haonan Yue et al.

LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs

Yan Wang, Zhixuan Chu, Xin Ouyang et al.

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu et al.

Style2Talker: High-Resolution Talking Head Generation with Emotion Style and Art Style

Shuai Tan, Bin Ji, Ye Pan

Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt

Jiaqi Liu, Kai Wu, Qiang Nie et al.

Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization

Yongyi Su, Xun Xu, Kui Jia

What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection

XiaoHui Zhang, Jiangyan Yi, Chenglong Wang et al.

TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling

Shimin Zhang, Qu Yang, Chenxiang Ma et al.

PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine

Chenrui Zhang, Lin Liu, Chuyuan Wang et al.

Debiasing Multimodal Sarcasm Detection with Contrastive Learning

Mengzhao Jia, Can Xie, Liqiang Jing

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift

Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang et al.

Fine-Grained Distillation for Long Document Retrieval

Yucheng Zhou, Tao Shen, Xiubo Geng et al.

Object-Aware Domain Generalization for Object Detection

WooJu Lee, Dasol Hong, Hyungtae Lim et al.

EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer

Fei Wang, Dan Guo, Kun Li et al.

Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models

Yubin Wang, Xinyang Jiang, De Cheng et al.

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Qingping Zheng, Yuanfan Guo, Jiankang Deng et al.

Large Language Models Are Neurosymbolic Reasoners

Meng Fang, Shilong Deng, Yudi Zhang et al.

Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval

Zhihang Liu, Jun Li, Hongtao Xie et al.

A Diffusion-Based Framework for Multi-Class Anomaly Detection

Haoyang He, Jiangning Zhang, Hongxu Chen et al.

Attribute-Missing Graph Clustering Network

Wenxuan Tu, Renxiang Guan, Sihang Zhou et al.

Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models

Liang Li, Qingyuan Li, Bo Zhang et al.

Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding

Taolin Zhang, Sunan He, Tao Dai et al.

Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector

An Lao, Qi Zhang, Chongyang Shi et al.

Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models

Shuang Li, Jiangjie Chen, Siyu Yuan et al.

Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation

Xinshuo Hu, Dongfang Li, Zihao Zheng et al.

XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning

Pritam Sarkar, Ali Etemad

DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing

Conglong Li, Zhewei Yao, Xiaoxia Wu et al.

Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection

Soopil Kim, Sion An, Philip Chikontwe et al.

How to Protect Copyright Data in Optimization of Large Language Models?

Timothy Chu, Zhao Song, Chiwun Yang

Rethinking Propagation for Unsupervised Graph Domain Adaptation

Meihan Liu, Zeyu Fang, Zhen Zhang et al.

Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion

Shenghong Luo, Xuhang Chen, Weiwen Chen et al.