conftrace_

cross-modal alignment

263 papers

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Also known as

CMA

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) contrastive learning (4032) multi-modal learning (1278) representation learning (6206) zero-shot learning (3650) large language model (13587) vision language model (767) semantic alignment (324) transfer learning (5449)

Papers

Bridging Modalities via Progressive Re-alignment for Multimodal Test-Time Adaptation AAAI 2026

What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026

Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval AAAI 2026

Multi-View Differential Mixing and Graph-Guided Structural Region Selection for Cross-Modal Alignment AAAI 2026

RadarLLM: Empowering Large Language Models to Understand Human Motion from Millimeter-wave Point Cloud Sequence AAAI 2026

ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026

Multi-Grained Text-Guided Image Fusion for Multi-Exposure and Multi-Focus Scenarios WACV 2026

Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026

Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models AAAI 2026

Causality-Aligned Semantic Recovery for Incomplete Cross-Modal Retrieval AAAI 2026

Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering AAAI 2026

AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization AAAI 2026

Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning AAAI 2026

SciMKG: A Multimodal Knowledge Graph for Science Education with Text, Image, Video and Audio AAAI 2026

Fused Similarity Measure Based Alignment with Dual-Scale Adaptive Selection for Weakly Supervised Video Anomaly Detection WACV 2026

Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score WACV 2026

DeepInsert: Early Layer Bypass for Efficient and Performant Multimodal Understanding EACL 2026

MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection EACL 2026

PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image–Text Retrieval AAAI 2026

Dual-Path Knowledge-Augmented Contrastive Alignment Network for Spatially Resolved Transcriptomics AAAI 2026

NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026

Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities AAAI 2026

Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment AAAI 2026

Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning AAAI 2026

S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation AAAI 2026