Multimodal Learning

Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025 Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition ICCV 2025 Beyond RGB: Adaptive Parallel Processing for RAW Object Detection ICCV 2025 Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025 Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025 Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search ICCV 2025 BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025 Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025 Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach AAAI 2025 Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025 Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025 Bridging Gait Recognition and Large Language Models Sequence Modeling CVPR 2025 Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025 Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025 Bridging the Gap for Test-Time Multimodal Sentiment Analysis AAAI 2025 Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval AAAI 2025 Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification ICCV 2025 Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning AAAI 2025 BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion AAAI 2025 C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution AAAI 2025 CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction AAAI 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025 cantnlp@DravidianLangTech-2025: A Bag-of-Sounds Approach to Multimodal Hate Speech Detection NAACL 2025 Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025