Multimodal Learning

Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling COLING 2024 Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024 Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024 Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models ICML 2024 Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning ICLR 2024 Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024 Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark ACL 2024 BFMSense: WiFi Sensing Using Beamforming Feedback Matrix NSDI 2024 Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video AAAI 2024 Bi-directional Adapter for Multimodal Tracking AAAI 2024 Bidirectional Contrastive Split Learning for Visual Question Answering AAAI 2024 Bi-Directional Training for Composed Image Retrieval via Text Prompt Learning WACV 2024 BiGym: A Demo-Driven Mobile Bi-Manual Manipulation Benchmark CoRL 2024 Binding Touch to Everything: Learning Unified Multimodal Tactile Representations CVPR 2024 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs ICLR 2024 Biomedical Visual Instruction Tuning with Clinician Preference Alignment NeurIPS 2024 Bipartite Graph Diffusion Model for Human Interaction Generation WACV 2024 BlenderAlchemy: Editing 3D Graphics with Vision-Language Models ECCV 2024 Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024 BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024 BloomVQA: Assessing Hierarchical Multi-modal Comprehension ACL 2024 BLSP-Emo: Towards Empathetic Large Speech-Language Models EMNLP 2024 BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024 Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World ICLR 2024 BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NeurIPS 2024