{"total":31,"rows":[{"id":"2106.06042","title":"FedBABU: Towards Enhanced Representation for Federated Image Classification","created":"2021-06-04","cited_by_count":182,"area":null},{"id":"2202.00665","title":"Tutorial on amortized optimization","created":"2022-02-01","cited_by_count":83,"area":null},{"id":"2203.16797","title":"When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning","created":"2022-03-31","cited_by_count":65,"area":null},{"id":"2202.01889","title":"Generalizing to New Physical Systems via Context-Informed Dynamics Model","created":"2022-02-01","cited_by_count":50,"area":null},{"id":"2110.14402","title":"Learning where to learn: Gradient sparsity in meta and continual learning","created":"2021-10-27","cited_by_count":33,"area":null},{"id":"2207.07730","title":"How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition","created":"2022-07-15","cited_by_count":27,"area":null},{"id":"2205.02708","title":"Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction","created":"2022-05-05","cited_by_count":21,"area":null},{"id":"2104.01677","title":"A contrastive rule for meta-learning","created":"2021-04-04","cited_by_count":14,"area":null},{"id":"2203.01443","title":"Continuous-Time Meta-Learning with Forward Mode Differentiation","created":"2022-03-02","cited_by_count":12,"area":null},{"id":"2303.02063","title":"Physics-Informed Deep Learning For Traffic State Estimation: A Survey and the Outlook","created":"2023-03-03","cited_by_count":11,"area":null},{"id":"2111.10192","title":"An Expectation-Maximization Perspective on Federated Learning","created":"2021-11-19","cited_by_count":9,"area":null},{"id":"2206.03483","title":"Few-Shot Learning by Dimensionality Reduction in Gradient Space","created":"2022-06-07","cited_by_count":8,"area":null},{"id":"2206.04620","title":"On the Generalization and Adaption Performance of Causal Models","created":"2022-06-09","cited_by_count":8,"area":null},{"id":"2208.01573","title":"Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning","created":"2022-08-02","cited_by_count":7,"area":null},{"id":"2206.09843","title":"Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification","created":"2022-06-20","cited_by_count":6,"area":null},{"id":"2409.05780","title":"Breaking Neural Network Scaling Laws with Modularity","created":"2024-09-09","cited_by_count":5,"area":null},{"id":"2207.11742","title":"From Multi-label Learning to Cross-Domain Transfer: A Model-Agnostic Approach","created":"2022-07-24","cited_by_count":3,"area":null},{"id":"2305.15042","title":"Test like you Train in Implicit Deep Learning","created":"2023-05-24","cited_by_count":3,"area":null},{"id":"2310.01154","title":"Modularity in Deep Learning: A Survey","created":"2023-10-02","cited_by_count":3,"area":null},{"id":"2312.07338","title":"Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification","created":"2023-12-12","cited_by_count":2,"area":null},{"id":"2106.04392","title":"Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition","created":"2021-06-05","cited_by_count":0,"area":null},{"id":"2309.09443","title":"Enhancing Multilingual Speech Recognition through Language Prompt Tuning and Frame-Level Language Adapter","created":"2023-09-18","cited_by_count":0,"area":null},{"id":"2311.08141","title":"GMTR: Graph Matching Transformers","created":"2023-11-14","cited_by_count":0,"area":null},{"id":"2312.16805","title":"DarkShot: Lighting Dark Images with Low-Compute and High-Quality","created":"2023-12-28","cited_by_count":0,"area":null},{"id":"2401.05431","title":"TRLS: A Time Series Representation Learning Framework via Spectrogram for Medical Signal Processing","created":"2024-01-06","cited_by_count":0,"area":null},{"id":"2401.05432","title":"TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks","created":"2024-01-06","cited_by_count":0,"area":null},{"id":"2403.13663","title":"T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image","created":"2024-03-20","cited_by_count":0,"area":null},{"id":"2408.17101","title":"Strategic Arms with Side Communication Prevail Over Low-Regret MAB Algorithms","created":"2024-08-30","cited_by_count":0,"area":null},{"id":"2410.11162","title":"Towards General Deepfake Detection with Dynamic Curriculum","created":"2024-10-15","cited_by_count":0,"area":null},{"id":"2410.13409","title":"Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs","created":"2024-10-17","cited_by_count":0,"area":null},{"id":"2507.06486","title":"Mask6D: Masked Pose Priors For 6D Object Pose Estimation","created":"2025-07-09","cited_by_count":0,"area":null}],"next_cursor":null}