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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025
DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation AAAI 2025
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining ACL 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025
Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation ACL 2025
mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
Agreement aware and dissimilarity oriented GLOM ICCV 2025
TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025
Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025
AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction ICCV 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
PartField: Learning 3D Feature Fields for Part Segmentation and Beyond ICCV 2025
SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation ICCV 2025
Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025
DKE-Research at SemEval-2025 Task 7: A Unified Multilingual Framework for Cross-Lingual and Monolingual Retrieval with Efficient Language-specific Adaptation ACL 2025
AlexUNLP-FMT at ClimateCheck Shared Task: Hybrid Retrieval with Adaptive Similarity Graph-based Reranking for Climate-related Social Media Claims Fact Checking ACL 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025