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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

AnimateAnything: Consistent and Controllable Animation for Video Generation CVPR 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025
Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025
OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025
PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models CVPR 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations CVPR 2025
CASP: Compression of Large Multimodal Models Based on Attention Sparsity CVPR 2025
DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025
Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 2025
EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting CVPR 2025
FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025
Feature Design for Bridging SAM and CLIP toward Referring Image Segmentation WACV 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration CVPR 2025
SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025
Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body CVPR 2025
UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting CVPR 2025
Sonic: Shifting Focus to Global Audio Perception in Portrait Animation CVPR 2025
Question-Aware Gaussian Experts for Audio-Visual Question Answering CVPR 2025
Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes CVPR 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025