FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Dec 14, 2023 Computational Efficiency Federated Learning
Code Code Available 5 Pixel Sentence Representation Learning Feb 13, 2024 Natural Language Inference Representation Learning
Code Code Available 5 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Mar 14, 2022 Attribute Contrastive Learning
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 Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation Aug 10, 2023 6D Pose Estimation using RGB global-optimization
Code Code Available 5 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Sep 20, 2024 Anomaly Detection Fault Diagnosis
Code Code Available 5 DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
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 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Jan 24, 2024 Contrastive Learning Denoising
Code Code Available 5 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Sep 26, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available 5 A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available 5 DiffSim: Taming Diffusion Models for Evaluating Visual Similarity Dec 19, 2024 Contrastive Learning Denoising
Code Code Available 5 Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Apr 17, 2020 CPU Language Modeling
Code Code Available 5 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction May 4, 2020 Language Modeling Language Modelling
Code Code Available 5 Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models Apr 11, 2021 Semantic Similarity 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 Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available 5 A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
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 RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available 5 RoMe: A Robust Metric for Evaluating Natural Language Generation Mar 17, 2022 Natural Language Understanding Semantic Similarity
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 DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving Jul 22, 2024 Autonomous Driving Diversity
Code Code Available 5 SAMScore: A Content Structural Similarity Metric for Image Translation Evaluation May 24, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
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 EASE: Entity-Aware Contrastive Learning of Sentence Embedding May 9, 2022 Clustering Contrastive Learning
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 Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
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 ELITE: Embedding-Less retrieval with Iterative Text Exploration May 17, 2025 graph construction RAG
Code Code Available 5 Semantic Pyramid for Image Generation Mar 13, 2020 General Classification Image Generation
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 Entailment as Few-Shot Learner Apr 29, 2021 Contrastive Learning Data Augmentation
Code Code Available 5 Entity Concept-enhanced Few-shot Relation Extraction Jun 4, 2021 Relation Relation Extraction
Code Code Available 5 Attentive Normalization for Conditional Image Generation Apr 8, 2020 Conditional Image Generation Image Generation
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 Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Jun 11, 2021 Audio Generation Semantic Similarity
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 Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction Jul 9, 2022 Explanation Generation Fairness
Code Code Available 5 Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling May 10, 2022 Few-Shot Image Classification General Classification
Code Code Available 5 