Domain Adaptation

Bending Reality: Distortion-Aware Transformers for Adapting to Panoramic Semantic Segmentation CVPR 2022 Bending the string: intonation contour length as a correlate of macro-rhythm Interspeech 2022 BERTMap: A BERT-Based Ontology Alignment System AAAI 2022 Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022 Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NeurIPS 2022 Bijective Mapping Network for Shadow Removal CVPR 2022 Bi-Level Alignment for Cross-Domain Crowd Counting CVPR 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 Boosting the Certified Robustness of L-infinity Distance Nets ICLR 2022 Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding CVPR 2022 BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022 Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation CVPR 2022 Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection NeurIPS 2022 Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection Interspeech 2022 Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift UAI 2022 CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation RSS 2022 Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification CVPR 2022 Can Explanations Be Useful for Calibrating Black Box Models? ACL 2022 CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection SemEval 2022 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains NeurIPS 2022 CASIA@SMM4H’22: A Uniform Health Information Mining System for Multilingual Social Media Texts COLING 2022 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022 Causal Transformer for Estimating Counterfactual Outcomes ICML 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning CVPR 2022 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation ICLR 2022