Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Mar 14, 2022 Attribute Contrastive Learning
Code Code Available 5 Pointly-Supervised Panoptic Segmentation Oct 25, 2022 Panoptic Segmentation Segmentation
Code Code Available 5 DeepSim: Semantic similarity metrics for learned image registration Nov 11, 2020 Image Registration Semantic Similarity
Code Code Available 5 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 5 Deep Representational Re-tuning using Contrastive Tension Jan 1, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available 5 Describing Sets of Images with Textual-PCA Oct 21, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
Code Code Available 5 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Sep 26, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 Efficient Neural Ranking using Forward Indexes Oct 12, 2021 CPU Document Ranking
Code Code Available 5 A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available 5 DIP: Dual Incongruity Perceiving Network for Sarcasm Detection Jan 1, 2023 Sarcasm Detection Semantic Similarity
Code Code Available 5 DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
Code Code Available 5 Real-World Image Variation by Aligning Diffusion Inversion Chain May 30, 2023 Image Generation Image-Variation
Code Code Available 5 FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Dec 14, 2023 Computational Efficiency Federated Learning
Code Code Available 5 Distilling Coarse-to-Fine Semantic Matching Knowledge for Weakly Supervised 3D Visual Grounding Jul 18, 2023 3D visual grounding Object
Code Code Available 5 Relational Sentence Embedding for Flexible Semantic Matching Dec 17, 2022 Relation Semantic Textual Similarity
Code Code Available 5 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Mar 11, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge Aug 18, 2024 Articles Inductive Bias
Code Code Available 5 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available 5 Alleviating Over-smoothing for Unsupervised Sentence Representation May 9, 2023 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving Jul 22, 2024 Autonomous Driving Diversity
Code Code Available 5 DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Feb 20, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 5 Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
Code Code Available 5 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Sep 21, 2021 Contrastive Learning Graph Representation Learning
Code Code Available 5 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 EASE: Entity-Aware Contrastive Learning of Sentence Embedding May 9, 2022 Clustering Contrastive Learning
Code Code Available 5 RACE: Retrieval-Augmented Commit Message Generation Mar 5, 2022 Information Retrieval Retrieval
Code Code Available 5 Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available 5 A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Oct 27, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 5 AstroCLIP: A Cross-Modal Foundation Model for Galaxies Oct 4, 2023 Contrastive Learning model
Code Code Available 5 Entity Concept-enhanced Few-shot Relation Extraction Jun 4, 2021 Relation Relation Extraction
Code Code Available 5 R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
Code Code Available 5 Entailment as Few-Shot Learner Apr 29, 2021 Contrastive Learning Data Augmentation
Code Code Available 5 Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference Jun 2, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Dec 11, 2023 Action Recognition Anatomy
Code Code Available 5 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
Code Code Available 5 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Dec 13, 2024 named-entity-recognition Named Entity Recognition
Code Code Available 5 Attentive Normalization for Conditional Image Generation Apr 8, 2020 Conditional Image Generation Image Generation
Code Code Available 5 Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy Sep 20, 1997 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction Jul 9, 2022 Explanation Generation Fairness
Code Code Available 5 SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages Mar 27, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available 5 Evaluating Multimodal Representations on Visual Semantic Textual Similarity Apr 4, 2020 Benchmarking Image Captioning
Code Code Available 5 Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Aug 19, 2021 Contrastive Learning Decoder
Code Code Available 5 SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection Mar 1, 2025 Human-Object Interaction Detection Large Language Model
Code Code Available 5 Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Apr 16, 2021 Contrastive Learning Cross-Lingual Semantic Textual Similarity
Code Code Available 5 FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available 5 