LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification Jun 8, 2023 Domain Adaptation Multi-Task Learning
Code Code Available "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities Dec 26, 2024 Domain Adaptation Language Modeling
Code Code Available Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation Oct 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Transferring GANs: generating images from limited data May 4, 2018 10-shot image generation Diversity
Code Code Available Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
Code Code Available LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Dec 20, 2024 Domain Adaptation Few-Shot Learning
Code Code Available Adversarial Feature Adaptation for Cross-lingual Relation Classification Aug 1, 2018 Classification Domain Adaptation
Code Code Available Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction Jul 1, 2022 Contrastive Learning Domain Adaptation
Code Code Available Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Jul 26, 2024 Active Learning Computational Efficiency
Code Code Available Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Jul 22, 2024 Domain Adaptation image-classification
Code Code Available Learning Across Tasks and Domains Apr 9, 2019 Depth Estimation Domain Adaptation
Code Code Available Learning representations that are closed-form Monge mapping optimal with application to domain adaptation May 12, 2023 Domain Adaptation Form
Code Code Available Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Mar 7, 2022 Domain Adaptation Domain Generalization
Code Code Available Quantum correlation alignment for unsupervised domain adaptation May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Quantum subspace alignment for domain adaptation Jan 8, 2020 Domain Adaptation
Code Code Available Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series Feb 15, 2022 Activity Recognition Domain Adaptation
Code Code Available Domain Adaptation with Randomized Expectation Maximization Mar 20, 2018 Domain Adaptation Transfer Learning
Code Code Available Studying Catastrophic Forgetting in Neural Ranking Models Jan 18, 2021 Domain Adaptation Lifelong learning
Code Code Available Beyond Deterministic Translation for Unsupervised Domain Adaptation Feb 15, 2022 Data Augmentation Domain Adaptation
Code Code Available Benchmarking pre-trained text embedding models in aligning built asset information Nov 18, 2024 Asset Management Benchmarking
Code Code Available Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization Jun 1, 2022 Abstractive Text Summarization Domain Adaptation
Code Code Available Transformers for molecular property prediction: Domain adaptation efficiently improves performance Mar 5, 2025 Domain Adaptation Molecular Property Prediction
Code Code Available RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models May 2, 2023 Domain Adaptation parameter-efficient fine-tuning
Code Code Available Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware Aug 5, 2021 Depth Estimation Domain Adaptation
Code Code Available A Comparison of Strategies for Source-Free Domain Adaptation May 1, 2022 Active Learning Data Augmentation
Code Code Available Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition Apr 12, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Radial Prediction Domain Adaption Classifier for the MIDOG 2022 Challenge Aug 29, 2022 Data Augmentation Domain Adaptation
Code Code Available Style Augmentation: Data Augmentation via Style Randomization Sep 14, 2018 Classification Data Augmentation
Code Code Available StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation Dec 20, 2022 Domain Adaptation Image Morphing
Code Code Available Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation Mar 27, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations Jan 8, 2024 Contrastive Learning Domain Adaptation
Code Code Available Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems Mar 12, 2024 Domain Adaptation Hallucination
Code Code Available Investigating Generalization in Neural Networks under Optimally Evolved Training Perturbations Mar 14, 2020 Domain Adaptation
Code Code Available RALAD: Bridging the Real-to-Sim Domain Gap in Autonomous Driving with Retrieval-Augmented Learning Jan 21, 2025 Autonomous Driving Domain Adaptation
Code Code Available Adversarial Domain Adaptation with Domain Mixup Dec 4, 2019 Domain Adaptation
Code Code Available Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments Mar 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning Conditional Invariances through Non-Commutativity Feb 18, 2024 Domain Adaptation
Code Code Available Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Jul 1, 2023 Decoder Domain Adaptation
Code Code Available Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Dec 22, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available Conditional Extreme Value Theory for Open Set Video Domain Adaptation Sep 1, 2021 Action Recognition Domain Adaptation
Code Code Available Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Apr 3, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
Code Code Available Domain Adaptation with Cauchy-Schwarz Divergence May 30, 2024 Domain Adaptation Multi-class Classification
Code Code Available ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Nov 30, 2021 Autonomous Driving Domain Adaptation
Code Code Available Interpreting Sentiment Composition with Latent Semantic Tree Aug 31, 2023 Classification Domain Adaptation
Code Code Available Interpretations of Domain Adaptations via Layer Variational Analysis Feb 3, 2023 Domain Adaptation Transfer Learning
Code Code Available Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation Mar 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available Subject-Based Domain Adaptation for Facial Expression Recognition Dec 9, 2023 Domain Adaptation Facial Expression Recognition
Code Code Available Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning Oct 6, 2021 Decoder Domain Adaptation
Code Code Available 