Self-Supervised Learning

Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NeurIPS 2024 Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models EMNLP 2024 PixT3: Pixel-based Table-To-Text Generation ACL 2024 Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024 Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 Point Cloud Pre-training with Diffusion Models CVPR 2024 PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters ICLR 2024 Poly-View Contrastive Learning ICLR 2024 PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization CVPR 2024 Pose-Guided Self-Training with Two-Stage Clustering for Unsupervised Landmark Discovery CVPR 2024 Power Grid Anomaly Detection via Hybrid LSTM-GIN Model (Student Abstract) AAAI 2024 PowerPM: Foundation Model for Power Systems NeurIPS 2024 PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024 Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024 Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens EACL 2024 Predictive auxiliary objectives in deep RL mimic learning in the brain ICLR 2024 PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024 Preference Alignment with Flow Matching NeurIPS 2024 Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning COLING 2024 Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss ICML 2024 Pre-trained Visual Dynamics Representations for Efficient Policy Learning ECCV 2024 Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs NeurIPS 2024 Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units Interspeech 2024 Pre-training General User Representation with Multi-type APP Behaviors IJCAI 2024