Bin Yang

SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving WACV 2026 Robust Pedestrian Detection with Uncertain Modality AAAI 2026 FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation WACV 2026 Rethinking Irregular Time Series Forecasting: A Simple Yet Effective Baseline AAAI 2026 DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation AAAI 2026 Domain-Aware Suppression and Aggregation for Federated DG ReID AAAI 2026 MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026 UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization AAAI 2026 Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing AAAI 2026 SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution ICML 2025 Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems ICLR 2025 Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders ICLR 2025 CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching ICLR 2025 Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation ICLR 2025 TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification AAAI 2025 Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components AAAI 2025 Beyond the Prompt: Deploying Medical Foundation Models on Diverse Chest X-ray Populations MIDL 2025 Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025 Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models CVPR 2025 Enhancing Diversity for Data-free Quantization CVPR 2025 An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025 Non-asymptotic Error Bounds in $\mathcalW_2$-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity ICML 2025 Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation ICML 2025 $K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting ICML 2025 Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer ICML 2025 LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025 Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025 No More Sibling Rivalry: Debiasing Human-Object Interaction Detection ICCV 2025 Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025 Part2Object: Hierarchical Unsupervised 3D Instance Segmentation ECCV 2024 Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024 Dependency-aware Differentiable Neural Architecture Search ECCV 2024 Empowering Visible-Infrared Person Re-Identification with Large Foundation Models NIPS 2024 Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting ICLR 2024 Position: What Can Large Language Models Tell Us about Time Series Analysis ICML 2024 TULIP: Transformer for Upsampling of LiDAR Point Clouds CVPR 2024 Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification CVPR 2024 Towards Unsupervised Object Detection From LiDAR Point Clouds CVPR 2023 Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification ICCV 2023 FLAG3D: A 3D Fitness Activity Dataset With Language Instruction CVPR 2023 Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors WACV 2023 NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging CVPR 2023 Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023 Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method ACML 2023 Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023 DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NIPS 2023 Weighted Mutual Learning with Diversity-Driven Model Compression NIPS 2022 Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations NIPS 2022 REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022 Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems AAAI 2022 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022 Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting IJCAI 2022 CMGAN: Conformer-based Metric GAN for Speech Enhancement INTERSPEECH 2022 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021 DSDNet: Deep Structured self-Driving Network ECCV 2020 RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects ECCV 2020 Learning Lane Graph Representations for Motion Forecasting ECCV 2020 Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction ECCV 2020 Recovering and Simulating Pedestrians in the Wild CORL 2020 V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction ECCV 2020 PnPNet: End-to-End Perception and Prediction With Tracking in the Loop CVPR 2020 LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World CVPR 2020 Physically Realizable Adversarial Examples for LiDAR Object Detection CVPR 2020 End-to-end I/O Monitoring on a Leading Supercomputer NSDI 2019 Learning Joint 2D-3D Representations for Depth Completion ICCV 2019 End-To-End Interpretable Neural Motion Planner CVPR 2019 Multi-Task Multi-Sensor Fusion for 3D Object Detection CVPR 2019 Outlier Detection for Time Series with Recurrent Autoencoder Ensembles IJCAI 2019 Learning to Reweight Examples for Robust Deep Learning ICML 2018 PIXOR: Real-Time 3D Object Detection From Point Clouds CVPR 2018 Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting With a Single Convolutional Net CVPR 2018 SBNet: Sparse Blocks Network for Fast Inference CVPR 2018 HDNET: Exploiting HD Maps for 3D Object Detection CORL 2018 Deep Continuous Fusion for Multi-Sensor 3D Object Detection ECCV 2018 TorontoCity: Seeing the World With a Million Eyes ICCV 2017 CRAFT Objects From Images CVPR 2016 Convolutional Channel Features ICCV 2015