Multimodal Learning

ActAvatar: Temporally-Aware Precise Action Control for Talking Avatars CVPR 2026 Action Anticipation at a Glimpse: To What Extent Can Multimodal Cues Replace Video? WACV 2026 All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction ACL 2026 A Mixed Diet Makes DINO An Omnivorous Vision Encoder CVPR 2026 AToken: A Unified Tokenizer for Vision CVPR 2026 AudioAvatar: Personalized Audio-driven Whole-body Talking Avatars CVPR 2026 AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation CVPR 2026 Being Positive about Negative Queries: Exclusion Aware Multimodal Retrieval using Disentangled Representations WACV 2026 Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs ACL 2026 Bridging the Modality Gap in Compositional Zero-Shot Learning via Sparse Alignment and Unimodal Memory Bank CVPR 2026 CamoQuery: Language-Guided Reasoning Camouflaged Object Segmentation ACL 2026 Can a Second-View Image Be a Language? Geometric and Semantic Cross-Modal Reasoning for X-ray Prohibited Item Detection CVPR 2026 CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models ACL 2026 Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026 Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026 DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy WACV 2026 Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation ACL 2026 Diffusion-CAM: Faithful Visual Explanations for dMLLMs ACL 2026 DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding ACL 2026 DPDV: Dual-Pathway and Dual-View Representation Learning for Bridging Information Asymmetry in Text-Video Retrieval ACL 2026 From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD CoNLL 2026 GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents ACL 2026 GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines ACL 2026 Geometry-Aware Cross-Modal Graph Alignment for Referring Segmentation in 3D Gaussian Splatting CVPR 2026 GovScape: A Public Multimodal Search System for 70 Million Pages of Government PDFs ACL 2026