Lin Ma

X-SAM: From Segment Anything to Any Segmentation AAAI 2026 DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation AAAI 2026 Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026 ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning EMNLP 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025 RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving ICCV 2025 RoboTrom-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction ICCV 2025 RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation ICCV 2025 MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning WACV 2025 SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge IJCAI 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery IJCAI 2025 TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting ICML 2025 CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets ICLR 2025 DisTime: Distribution-based Time Representation for Video Large Language Models ICCV 2025 RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025 Towards Efficient Foundation Model for Zero-shot Amodal Segmentation CVPR 2025 InstaGen: Enhancing Object Detection by Training on Synthetic Dataset CVPR 2024 LESS: Label-Efficient and Single-Stage Referring 3D Segmentation NIPS 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NIPS 2024 Splatter a Video: Video Gaussian Representation for Versatile Processing NIPS 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NIPS 2024 Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost ICLR 2024 Instance-Aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning AAAI 2024 ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field AAAI 2024 Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024 A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation COLING 2024 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance ECCV 2024 UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection ECCV 2024 Making Large Language Models Better Planners with Reasoning-Decision Alignment ECCV 2024 Misalignment-Robust Frequency Distribution Loss for Image Transformation CVPR 2024 AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024 MSMDFusion: Fusing LiDAR and Camera at Multiple Scales With Multi-Depth Seeds for 3D Object Detection CVPR 2023 Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields ICCV 2023 Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network ICCV 2023 E2E-LOAD: End-to-End Long-form Online Action Detection ICCV 2023 A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023 A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text ACL 2023 AeDet: Azimuth-Invariant Multi-View 3D Object Detection CVPR 2023 Adaptive Sparse Pairwise Loss for Object Re-Identification CVPR 2023 Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023 Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NIPS 2023 TriDet: Temporal Action Detection With Relative Boundary Modeling CVPR 2023 ReAct: Temporal Action Detection with Relational Queries ECCV 2022 Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation NIPS 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding AAAI 2022 Contrastive Video-Language Learning with Fine-grained Frame Sampling AACL 2022 PromptDet: Towards Open-Vocabulary Detection Using Uncurated Images ECCV 2022 MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes ECCV 2022 Contrastive Video-Language Learning with Fine-grained Frame Sampling IJCNLP 2022 Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021 Relation-aware Instance Refinement for Weakly Supervised Visual Grounding CVPR 2021 Context-Gated Convolution ECCV 2020 Recurrent Nested Model for Sequence Generation AAAI 2020 Consensus-Aware Visual-Semantic Embedding for Image-Text Matching ECCV 2020 Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction AAAI 2020 Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding ECCV 2020 Fine-Grained Image-to-Image Transformation Towards Visual Recognition CVPR 2020 Feature Deformation Meta-Networks in Image Captioning of Novel Objects AAAI 2020 Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension CVPR 2020 Deblurring by Realistic Blurring CVPR 2020 Hierarchical Photo-Scene Encoder for Album Storytelling AAAI 2019 Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations NIPS 2019 Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos NIPS 2019 Image Deformation Meta-Networks for One-Shot Learning CVPR 2019 Learning Joint Gait Representation via Quintuplet Loss Minimization CVPR 2019 Unsupervised Image Captioning CVPR 2019 Multi-Granularity Generator for Temporal Action Proposal CVPR 2019 Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network ICCV 2019 Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis ICCV 2019 Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019 Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video ACL 2019 Hallucinating Optical Flow Features for Video Classification IJCAI 2019 Position Focused Attention Network for Image-Text Matching IJCAI 2019 Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse AAAI 2019 Localizing Natural Language in Videos AAAI 2019 Gated Fusion Network for Single Image Dehazing CVPR 2018 Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR 2018 Reconstruction Network for Video Captioning CVPR 2018 Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning CVPR 2018 Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks CVPR 2018 Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NIPS 2018 Safe Element Screening for Submodular Function Minimization ICML 2018 Temporally Grounding Natural Sentence in Video EMNLP 2018 Image-level to Pixel-wise Labeling: From Theory to Practice IJCAI 2018 Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics IJCAI 2018 Recurrent Fusion Network for Image captioning ECCV 2018 Video Re-localization ECCV 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS 2018 Neural Stereoscopic Image Style Transfer ECCV 2018 Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks ECCV 2018 Real-Time Neural Style Transfer for Videos CVPR 2017 Local Subspace Collaborative Tracking ICCV 2015 Multiple Feature Fusion via Weighted Entropy for Visual Tracking ICCV 2015 Multimodal Convolutional Neural Networks for Matching Image and Sentence ICCV 2015