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Multimodal Learning

361 papers

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Papers

Explanation Bottleneck Models AAAI 2025
BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025
Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025
Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization AAAI 2025
Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ACL 2025
A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025
ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025
Predicting Implicit Arguments in Procedural Video Instructions ACL 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025
DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing ACL 2025