{"total":32,"rows":[{"id":"2205.06743","title":"A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities","created":"2022-05-13","cited_by_count":163,"area":null},{"id":"2101.08629","title":"Image-to-Image Translation: Methods and Applications","created":"2021-01-21","cited_by_count":116,"area":null},{"id":"2110.07298","title":"LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5","created":"2021-10-14","cited_by_count":104,"area":null},{"id":"2103.16201","title":"MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption","created":"2021-03-30","cited_by_count":65,"area":null},{"id":"2108.03152","title":"Source-Free Domain Adaptation for Image Segmentation","created":"2021-08-06","cited_by_count":45,"area":null},{"id":"2210.05549","title":"Continual Training of Language Models for Few-Shot Learning","created":"2022-10-11","cited_by_count":33,"area":null},{"id":"2203.02135","title":"Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation","created":"2022-03-04","cited_by_count":17,"area":null},{"id":"2112.04665","title":"Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation","created":"2021-12-09","cited_by_count":15,"area":null},{"id":"2303.08557","title":"Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey","created":"2023-03-15","cited_by_count":14,"area":null},{"id":"2203.16530","title":"Learning Instance-Specific Adaptation for Cross-Domain Segmentation","created":"2022-03-30","cited_by_count":13,"area":null},{"id":"2304.06914","title":"SMAE: Few-shot Learning for HDR Deghosting with Saturation-Aware Masked Autoencoders","created":"2023-04-14","cited_by_count":11,"area":null},{"id":"2106.06410","title":"What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data","created":"2021-06-11","cited_by_count":10,"area":null},{"id":"2108.00954","title":"Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning","created":"2021-07-26","cited_by_count":9,"area":null},{"id":"2304.06136","title":"AGI for Agriculture","created":"2023-04-12","cited_by_count":9,"area":null},{"id":"2205.08731","title":"TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision","created":"2022-05-18","cited_by_count":8,"area":null},{"id":"2403.04151","title":"Dual-path Frequency Discriminators for Few-shot Anomaly Detection","created":"2024-03-07","cited_by_count":7,"area":null},{"id":"2112.02763","title":"MetaCloth: Learning Unseen Tasks of Dense Fashion Landmark Detection from a Few Samples","created":"2021-12-06","cited_by_count":6,"area":null},{"id":"2207.10833","title":"Few-shot Image Generation Using Discrete Content Representation","created":"2022-07-22","cited_by_count":6,"area":null},{"id":"2103.08863","title":"Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar","created":"2021-03-16","cited_by_count":5,"area":null},{"id":"2103.14877","title":"Few-shot Semantic Image Synthesis Using StyleGAN Prior","created":"2021-03-27","cited_by_count":4,"area":null},{"id":"2206.03695","title":"Metric Based Few-Shot Graph Classification","created":"2022-06-08","cited_by_count":4,"area":null},{"id":"2106.03496","title":"Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection","created":"2021-06-07","cited_by_count":3,"area":null},{"id":"2206.02029","title":"Guided Deep Metric Learning","created":"2022-06-04","cited_by_count":3,"area":null},{"id":"2212.07292","title":"One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers","created":"2022-12-14","cited_by_count":3,"area":null},{"id":"2306.14879","title":"Domain-Scalable Unpaired Image Translation via Latent Space Anchoring","created":"2023-06-26","cited_by_count":2,"area":null},{"id":"2405.20643","title":"Learning Gaze-aware Compositional GAN","created":"2024-05-31","cited_by_count":2,"area":null},{"id":"2302.11705","title":"ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder","created":"2023-02-22","cited_by_count":1,"area":null},{"id":"2303.09831","title":"MODIFY: Model-driven Face Stylization without Style Images","created":"2023-03-17","cited_by_count":1,"area":null},{"id":"2305.04628","title":"Target-driven One-Shot Unsupervised Domain Adaptation","created":"2023-05-08","cited_by_count":1,"area":null},{"id":"2108.09208","title":"Exploring Data Aggregation and Transformations to Generalize across Visual Domains","created":"2021-08-20","cited_by_count":0,"area":null},{"id":"2207.00751","title":"Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity","created":"2022-07-02","cited_by_count":0,"area":null},{"id":"2210.11968","title":"CobNet: Cross Attention on Object and Background for Few-Shot Segmentation","created":"2022-10-21","cited_by_count":0,"area":null}],"next_cursor":null}