Self-Supervised Learning

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NeurIPS 2024 FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024 Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity AAAI 2024 FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data ICML 2024 FedUV: Uniformity and Variance for Heterogeneous Federated Learning CVPR 2024 Few-shot Learner Parameterization by Diffusion Time-steps CVPR 2024 Few-Shot Task Learning through Inverse Generative Modeling NeurIPS 2024 FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training NeurIPS 2024 FG-EmoTalk: Talking Head Video Generation with Fine-Grained Controllable Facial Expressions AAAI 2024 Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation EMNLP 2024 Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search IJCAI 2024 Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models NeurIPS 2024 Fine-grained Control of Generative Data Augmentation in IoT Sensing NeurIPS 2024 Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024 Fingervein Verification Using Convolutional Multi-Head Attention Network WACV 2024 (FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning NeurIPS 2024 FLAME: A Small Language Model for Spreadsheet Formulas AAAI 2024 FLAME : Factuality-Aware Alignment for Large Language Models NeurIPS 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NeurIPS 2024 FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning ICLR 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024 Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NeurIPS 2024 FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024 Focus On What Matters: Separated Models For Visual-Based RL Generalization NeurIPS 2024