conftrace_

video understanding

1658 papers

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Co-occurring keywords

action recognition (960) multimodal learning (4645) temporal modeling (468) self-supervised learning (3777) object detection (2762) contrastive learning (4032) multi-modal learning (1278) large language model (13587) video question answering (199) attention mechanism (4001)

Papers

EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026
ProSkill: Segment-Level Skill Assessment in Procedural Videos WACV 2026
From Detection to Anticipation: Online Understanding of Struggles across Various Tasks and Activities WACV 2026
DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026
Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval AAAI 2026
NeuSpring: Neural Spring Fields for Reconstruction and Simulation of Deformable Objects from Videos AAAI 2026
ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026
Automatic Funny Scene Extraction from Long-form Cinematic Videos AAAI 2026
ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026
Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026
VMChill: A Dataset for Fine-Grained Visual-Musical Synergy AAAI 2026
Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning AAAI 2026
NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning AAAI 2026
TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding AAAI 2026
VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction AAAI 2026
Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness AAAI 2026
Moment Quantization for Video Temporal Grounding ICCV 2025
Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition ICCV 2025
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025
Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM ICCV 2025
Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval ICCV 2025
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation ACL 2025
CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025