conftrace_

vision-language task

27 papers

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Co-occurring keywords

vision-language model (2348) multimodal large language model (966) multimodal learning (4645) large language model (13587) visual reasoning (493) knowledge distillation (3725) benchmark evaluation (1556) zero-shot learning (3650) cross-modal interaction (66) vision language task (7)

Papers

VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models AAAI 2026
Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts ACL 2026
Task-Aware Resolution Optimization for Visual Large Language Models EMNLP 2025
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025
BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025
Generative Zero-Shot Composed Image Retrieval CVPR 2025
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs EMNLP 2025
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement CVPR 2024
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NIPS 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NIPS 2024
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models NAACL 2024
VIGC: Visual Instruction Generation and Correction AAAI 2024
M5 – A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks EMNLP 2024
Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models NIPS 2024
Towards Models that Can See and Read ICCV 2023
Multi-modal Action Chain Abductive Reasoning ACL 2023
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023
Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation EMNLP 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks ICCV 2023
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks CVPR 2023
E-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks ICCV 2021