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Multimodal Learning

13,057 papers

Papers per year

Papers

Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM AAAI 2025
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis AAAI 2025
Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers AAAI 2025
ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models AAAI 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks AAAI 2025
AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning AAAI 2025
CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer AAAI 2025
Eve: Efficient Multimodal Vision Language Models with Elastic Visual Experts AAAI 2025
MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025
IMAGDressing-v1: Customizable Virtual Dressing AAAI 2025
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment AAAI 2025
SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts AAAI 2025
Learning Fine-Grained Alignment for Aerial Vision-Dialog Navigation AAAI 2025
VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment AAAI 2025
Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval AAAI 2025
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025
Modality-Aware Shot Relating and Comparing for Video Scene Detection AAAI 2025
ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025
MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval AAAI 2025
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving AAAI 2025
More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding AAAI 2025
Empowering LLMs with Pseudo-Untrimmed Videos for Audio-Visual Temporal Understanding AAAI 2025
CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion AAAI 2025