conftrace_

multimodal model

110 papers

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multimodal learning (4645) large language model (13587) large multimodal model (184) vision-language model (2348) visual question answering (1017) benchmark evaluation (1556) visual reasoning (493) video understanding (1658) image generation (2073) zero-shot learning (3650)

Papers

Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025
Seeing More with Less: Human-like Representations in Vision Models CVPR 2025
VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities NIPS 2024
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NIPS 2024
Benchmarking Visually-Situated Translation of Text in Natural Images EMNLP 2024
CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples ACL 2024
Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024
An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024
Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024
WebOlympus: An Open Platform for Web Agents on Live Websites EMNLP 2024
Mixture-of-Subspaces in Low-Rank Adaptation EMNLP 2024
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
FigCLIP: A Generative Multimodal Model with Bidirectional Cross-attention for Understanding Figurative Language via Visual Entailment NAACL 2024
Masking Latent Gender Knowledge for Debiasing Image Captioning NAACL 2024
AraOffence: Detecting Offensive Speech Across Dialects in Arabic Media INTERSPEECH 2024
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024
Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights EMNLP 2024
Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks EMNLP 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding CVPR 2024
GLaMM: Pixel Grounding Large Multimodal Model CVPR 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark NIPS 2024
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NIPS 2024
SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences ACL 2024