conftrace_

modality alignment

78 papers

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Co-occurring keywords

multimodal learning (4645) large language model (13587) contrastive learning (4032) representation learning (6206) multi-modal learning (1278) foundation model (735) vision-language model (2348) multimodal large language model (966) cross-modal learning (525) speech translation (416)

Papers

Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval AAAI 2026
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance AAAI 2026
IGIANet: Illumination Guided Implicit Alignment Network for Infrared–Visible UAV Detection AAAI 2026
Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026
DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models AAAI 2026
Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels AAAI 2026
Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement NAACL 2025
Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025
TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025
DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025
Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025
Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025
GMAIL: Generative Modality Alignment for generated Image Learning ICML 2025
Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025
Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025
Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era IJCAI 2025
OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ACL 2025