Multimodal Learning

Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction CVPR 2024 Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024 Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation NeurIPS 2024 Can LLMs Understand the Implication of Emphasized Sentences in Dialogue? EMNLP 2024 Can Textual Unlearning Solve Cross-Modality Safety Alignment? EMNLP 2024 Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024 Can Transformers Smell Like Humans? NeurIPS 2024 Can Vision-Language Models Be a Good Guesser? Exploring VLMs for Times and Location Reasoning WACV 2024 Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you! EMNLP 2024 Can We Learn Question, Answer, and Distractors All from an Image? A New Task for Multiple-choice Visual Question Answering COLING 2024 CapHuman: Capture Your Moments in Parallel Universes CVPR 2024 CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification CVPR 2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation ICML 2024 CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation CVPR 2024 Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024 CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NeurIPS 2024 Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024 Causal Graph Modeling with Deep Neural Engines for Strong Abstract Reasoning in Language and Vision IJCAI 2024 Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: A Case Study on Hateful Memes COLING 2024 CausalNET: Unveiling Causal Structures on Event Sequences by Topology-Informed Causal Attention IJCAI 2024 CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction NeurIPS 2024 CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments AAAI 2024 CB-Whisper: Contextual Biasing Whisper Using Open-Vocabulary Keyword-Spotting COLING 2024 CCEdit: Creative and Controllable Video Editing via Diffusion Models CVPR 2024 CDFormer: When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution CVPR 2024