Lin Ma

96 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (129) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (12) 🏃 Academic Marathon (10) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (23) 🤝 Dynamic Duo (24) 🏆 Grand Slam 🔬 Deep Specialist (21) 🧬 Topic Evolution 🏆 Keyword Champion (2) 📈 Trend Setter 🗃️ Keyword Collector (403) 🚀 Conference Pioneer 🔥 Unstoppable (9) 💎 Century Club (93) ⚡ Prolific Year (15)

Conferences

CVPR (23) AAAI (16) ECCV (13) ICCV (13) NIPS (10) IJCAI (7) ACL (4) EMNLP (2) ICLR (2) ICML (2) AACL (1) COLING (1) IJCNLP (1) WACV (1)

Top co-authors

Wei Liu (24) Zequn Jie (17) Yujie Zhong (14) Wenhan Luo (12) Chengjian Feng (10) Wenhao Jiang (9) Wei Zhang (7) Jiebo Luo (6) Yu-Gang Jiang (6) Kaihao Zhang (5)

Keywords

video understanding (9) multimodal learning (8) convolutional neural network (6) representation learning (6) semantic segmentation (6) multi-modal learning (5) zero-shot learning (4) foundation model (4) image segmentation (4) autonomous driving (4) vision-language model (4) image captioning (4) contrastive learning (4) generative adversarial network (4) video localization (4) few-shot learning (3) instance segmentation (3) domain adaptation (3) weakly supervised learning (3) object detection (3)

Papers

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