Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition Aug 4, 2023 Cross-corpus Domain Adaptation
Code Code Available ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Aug 4, 2023 Domain Adaptation image-classification
Code Code Available CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Jul 29, 2023 Domain Adaptation Segmentation
Code Code Available Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation Jul 27, 2023 Domain Adaptation Medical Image Analysis
Code Code Available To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation Jul 27, 2023 Domain Adaptation GPU
Code Code Available Divide and Adapt: Active Domain Adaptation via Customized Learning Jul 21, 2023 Active Learning Domain Adaptation
Code Code Available OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning Jul 21, 2023 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Jul 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available Zero-shot Domain-sensitive Speech Recognition with Prompt-conditioning Fine-tuning Jul 18, 2023 Domain Adaptation speech-recognition
Code Code Available Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather Jul 18, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available Dual-level Interaction for Domain Adaptive Semantic Segmentation Jul 16, 2023 Domain Adaptation Segmentation
Code Code Available Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling Jul 16, 2023 3D Object Detection Domain Adaptation
Code Code Available Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Jul 14, 2023 Domain Adaptation Imputation
Code Code Available Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions Jul 14, 2023 Domain Adaptation Drug Discovery
Code Code Available FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Jul 14, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Copy Is All You Need Jul 13, 2023 All Domain Adaptation
Code Code Available AnyStar: Domain randomized universal star-convex 3D instance segmentation Jul 13, 2023 3D Instance Segmentation Domain Adaptation
Code Code Available Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology Jul 10, 2023 Data Augmentation Domain Adaptation
Code Code Available Interactive Learning of Intrinsic and Extrinsic Properties for All-day Semantic Segmentation Jul 7, 2023 All All-day Semantic Segmentation
Code Code Available Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain Jul 6, 2023 Domain Adaptation parameter-efficient fine-tuning
Code Code Available Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
Code Code Available Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Jul 6, 2023 Contrastive Learning Decoder
Code Code Available SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation Jul 3, 2023 Domain Adaptation Transfer Learning
Code Code Available LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection Jun 30, 2023 Domain Adaptation Language Modeling
Code Code Available Multimodal Prompt Retrieval for Generative Visual Question Answering Jun 30, 2023 Domain Adaptation Generative Visual Question Answering
Code Code Available Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery Jun 28, 2023 Domain Adaptation Segmentation
Code Code Available Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Jun 19, 2023 Domain Adaptation Retinal Vessel Segmentation
Code Code Available Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Jun 19, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Jun 15, 2023 Contrastive Learning Domain Adaptation
Code Code Available Taxonomy-Structured Domain Adaptation Jun 13, 2023 Domain Adaptation
Code Code Available QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search Jun 11, 2023 Domain Adaptation Language Modeling
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories Jun 8, 2023 Domain Adaptation
Code Code Available Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation Jun 7, 2023 Dialogue State Tracking Domain Adaptation
Code Code Available Structural Re-weighting Improves Graph Domain Adaptation Jun 5, 2023 Attribute Domain Adaptation
Code Code Available Long-range UAV Thermal Geo-localization with Satellite Imagery Jun 5, 2023 Domain Adaptation geo-localization
Code Code Available Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Jun 2, 2023 Domain Adaptation Segmentation
Code Code Available Learning Disentangled Prompts for Compositional Image Synthesis Jun 1, 2023 Domain Adaptation Image Generation
Code Code Available Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
Code Code Available Condition-Invariant Semantic Segmentation May 27, 2023 Domain Adaptation Segmentation
Code Code Available Extremely weakly-supervised blood vessel segmentation with physiologically based synthesis and domain adaptation May 26, 2023 Domain Adaptation
Code Code Available Improving Knowledge Distillation via Regularizing Feature Norm and Direction May 26, 2023 Domain Adaptation Knowledge Distillation
Code Code Available NeuroX Library for Neuron Analysis of Deep NLP Models May 26, 2023 Domain Adaptation
Code Code Available Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available Decouple knowledge from parameters for plug-and-play language modeling May 19, 2023 Domain Adaptation Language Modeling
Code Code Available Universal Domain Adaptation from Foundation Models: A Baseline Study May 18, 2023 Domain Adaptation Universal Domain Adaptation
Code Code Available SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification May 16, 2023 3D Point Cloud Classification Domain Adaptation
Code Code Available Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis May 16, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Text Classification via Large Language Models May 15, 2023 Classification Diagnostic
Code Code Available Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains May 15, 2023 Action Recognition Activity Recognition
Code Code Available 