Peng Wang

Better Matching, Less Forgetting: A Quality-Guided Matcher for Transformer-based Incremental Object Detection AAAI 2026 Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering AAAI 2026 Do Large Language Models Reason About Uncertainty Like Humans? A Benchmark on Hurricane Forecast Visualization Comprehension AAAI 2026 From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation AAAI 2026 LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling WACV 2026 RapidMV: Leveraging Spatio-Angular Latent Space for Efficient and Consistent Text-to-Multi-View Synthesis WACV 2026 Seeing Beyond Illusion: Generalized and Efficient Mirror Detection AAAI 2026 TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos AAAI 2026 Towards Robust Sequential Decomposition for Complex Image Editing CVPR 2026 Understanding and Mitigating Hallucinations in Multimodal Chain-of-Thought Models CVPR 2026 Autoregressive Pretraining with Mamba in Vision ICLR 2025 CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model CVPR 2025 Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector ICML 2025 Dual Diffusion for Unified Image Generation and Understanding CVPR 2025 Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025 Gradient Decomposition and Alignment for Incremental Object Detection ICCV 2025 HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing ICLR 2025 Implicit Counterfactual Learning for Audio-Visual Segmentation ICCV 2025 Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization ICML 2025 Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding CVPR 2025 Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025 SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks CVPR 2025 Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning ICCV 2025 Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning IJCAI 2024 COCONut: Modernizing COCO Segmentation CVPR 2024 Diffusion Models as Optimizers for Efficient Planning in Offline RL ECCV 2024 Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation NeurIPS 2024 Enhancing 3D Fidelity of Text-to-3D using Cross-View Correspondences CVPR 2024 Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance CoRL 2024 Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach CVPR 2024 MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval CVPR 2024 MVDream: Multi-view Diffusion for 3D Generation ICLR 2024 Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning NeurIPS 2024 Open-Vocabulary Video Anomaly Detection CVPR 2024 Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning ECCV 2024 Rethinking and Improving Visual Prompt Selection for In-Context Learning Segmentation Framework ECCV 2024 VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection AAAI 2024 Visual Prompt Tuning in Null Space for Continual Learning NeurIPS 2024 A New Comprehensive Benchmark for Semi-Supervised Video Anomaly Detection and Anticipation CVPR 2023 AerialVLN: Vision-and-Language Navigation for UAVs ICCV 2023 Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing NeurIPS 2023 Glocal Energy-Based Learning for Few-Shot Open-Set Recognition CVPR 2023 Learning Conditional Attributes for Compositional Zero-Shot Learning CVPR 2023 MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion NeurIPS 2023 Revisiting Prototypical Network for Cross Domain Few-Shot Learning CVPR 2023 S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning CVPR 2023 Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023 Toward Re-Identifying Any Animal NeurIPS 2023 VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis ICLR 2023 A Simple and Robust Correlation Filtering Method for Text-Based Person Search ECCV 2022 CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022 DistPro: Searching a Fast Knowledge Distillation Process via Meta Optimization ECCV 2022 Dynamically Transformed Instance Normalization Network for Generalizable Person Re-identification ECCV 2022 HOP: History-and-Order Aware Pre-Training for Vision-and-Language Navigation CVPR 2022 NightLab: A Dual-Level Architecture With Hardness Detection for Segmentation at Night CVPR 2022 Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022 Pushing the Performance Limit of Scene Text Recognizer Without Human Annotation CVPR 2022 Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads IJCAI 2021 Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification CVPR 2021 HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021 Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention IJCAI 2021 Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps AAAI 2021 Anisotropic Convolutional Networks for 3D Semantic Scene Completion CVPR 2020 Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension CVPR 2020 Label-Attended Hashing for Multi-Label Image Retrieval IJCAI 2020 MeisterMorxrc at SemEval-2020 Task 9: Fine-Tune Bert and Multitask Learning for Sentiment Analysis of Code-Mixed Tweets SemEval 2020 NAS-FCOS: Fast Neural Architecture Search for Object Detection CVPR 2020 Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution AAAI 2020 Say As You Wish: Fine-Grained Control of Image Caption Generation With Abstract Scene Graphs CVPR 2020 Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks ECCV 2020 V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices AAAI 2020 Multi-Label Image Recognition With Graph Convolutional Networks CVPR 2019 Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks CVPR 2019 Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition AAAI 2019 Vehicle Re-Identification in Aerial Imagery: Dataset and Approach ICCV 2019 Visual Question Answering as Reading Comprehension CVPR 2019 Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018 MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features CVPR 2018 Visual Question Answering With Memory-Augmented Networks CVPR 2018 Explicit Knowledge-based Reasoning for Visual Question Answering IJCAI 2017 Joint Multi-Person Pose Estimation and Semantic Part Segmentation CVPR 2017 Multi-Attention Network for One Shot Learning CVPR 2017 The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions CVPR 2017 Towards End-To-End Text Spotting With Convolutional Recurrent Neural Networks ICCV 2017 Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge From External Sources CVPR 2016 SURGE: Surface Regularized Geometry Estimation from a Single Image NeurIPS 2016 What's Wrong With That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution CVPR 2016 Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition CVPR 2015 Joint Object and Part Segmentation Using Deep Learned Potentials ICCV 2015 Towards Unified Depth and Semantic Prediction From a Single Image CVPR 2015 A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013