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

Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting ACL 2026

The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026

Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment ACL 2026

X-Cardia: Phenotype-Guided Cross-Modal Alignment for Opportunistic Cardiac Screening on Routine Chest CT MIDL 2026

Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment AAAI 2026

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

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

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

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

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

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

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

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

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

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

MR-COSMO: Visual-Text Memory Recall and Direct CrOSs-MOdal Alignment Method for Query-Driven 3D Segmentation AAAI 2026

Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection AAAI 2025

CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer AAAI 2025

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025

Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025

Learning to Generalize without Bias for Open-Vocabulary Action Recognition ICCV 2025