Multimodal Learning

Semantic-Aware Video Representation for Few-Shot Action Recognition WACV 2024 Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NeurIPS 2024 ShapeWalk: Compositional Shape Editing Through Language-Guided Chains CVPR 2024 SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes SemEval 2024 Shelf-Supervised Cross-Modal Pre-Training for 3D Object Detection CoRL 2024 Show and Guide: Instructional-Plan Grounded Vision and Language Model EMNLP 2024 Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding CVPR 2024 SignGraph: A Sign Sequence is Worth Graphs of Nodes CVPR 2024 SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection AAAI 2024 Simple Image-Level Classification Improves Open-Vocabulary Object Detection AAAI 2024 Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NeurIPS 2024 Single-Model and Any-Modality for Video Object Tracking CVPR 2024 SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals ICML 2024 SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NeurIPS 2024 SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models CVPR 2024 SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection CVPR 2024 SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection AAAI 2024 Solar Power Generation Forecasting via Multimodal Feature Fusion (Student Abstract) AAAI 2024 SonicSense: Object Perception from In-Hand Acoustic Vibration CoRL 2024 Sound3DVDet: 3D Sound Source Detection Using Multiview Microphone Array and RGB Images WACV 2024 SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos CVPR 2024 SparseGNV: Generating Novel Views of Indoor Scenes with Sparse RGB-D Images AAAI 2024 Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting AAAI 2024