conftrace_

← Learning Types

Deep Learning › Learning Types ›

Contrastive Learning

1,494 papers

Papers per year

1

1

2

5

12

34

167

318

353

288

263

50

Papers

Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026

Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026

DialoGen: Towards Dialog Gesture Generation via Identity-Decoupled Style Guidance in Interactive Diffusion Model AAAI 2026

EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning AAAI 2026

CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ACL 2026

MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026

Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs ACL 2026

RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ACL 2026

Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding ACL 2026

Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training ACL 2026

ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning ACL 2026

ContrastKV: Robust KV Cache Eviction via Contrastive Signal Fusion for Multi-Query Generalization ACL 2026

FineLAP: Taming Heterogeneous Supervision for Fine-grained Language-Audio Pretraining ACL 2026

Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026

Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning ACL 2026

Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning ACL 2026

TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery ACL 2026

Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency ACL 2026

NOSE: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning ACL 2026

R^3AG: Retriever Routing for Retrieval-Augmented Generation ACL 2026

Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation ACL 2026

Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring ACL 2026

Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings ACL 2026

Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval ACL 2026

LAMCL: A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection ACL 2026