conftrace_

multimodal learning

4645 papers

Explore in graph

Co-occurring keywords

large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025

One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025

FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering EMNLP 2025

Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025

Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025

SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025

Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization EMNLP 2025

ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning ACL 2025

Mitigating the Discrepancy Between Video and Text Temporal Sequences: A Time-Perception Enhanced Video Grounding method for LLM COLING 2025

MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models EMNLP 2025

Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student IJCNLP 2025

MDP-Omni: Parameter-free Multimodal Depth Prior-based Sampling for Omnidirectional Stereo Matching ICCV 2025

Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025

Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games IJCNLP 2025

Towards Equilibrium: An Instantaneous Probe-and-Rebalance Multimodal Learning Approach IJCAI 2025

SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025

Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech EMNLP 2025

GPT-4V Cannot Generate Radiology Reports Yet NAACL 2025

SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025

Enhancing Multimodal Model Robustness Under Missing Modalities via Memory-Driven Prompt Learning IJCAI 2025

Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025

Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025

Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025