Deep Learning

Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors ICML 2024 Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks ICML 2024 Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization ICLR 2024 Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models NAACL 2024 OVER-NAV: Elevating Iterative Vision-and-Language Navigation with Open-Vocabulary Detection and StructurEd Representation CVPR 2024 Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation NeurIPS 2024 Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024 Overview of Shared Task on Multitask Meme Classification - Unraveling Misogynistic and Trolls in Online Memes EACL 2024 Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP ACL 2024 Overview of the CLPsych 2024 Shared Task: Leveraging Large Language Models to Identify Evidence of Suicidality Risk in Online Posts EACL 2024 OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation CVPR 2024 OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification ACL 2024 OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer Interspeech 2024 OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning NeurIPS 2024 OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning ICML 2024 P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NeurIPS 2024 P2D: Plug and Play Discriminator for Accelerating GAN Frameworks WACV 2024 PAAN: Pyramid Attention Augmented Network for polyp segmentation MIDL 2024 PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs AAAI 2024 PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning ICML 2024 PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024 PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization NeurIPS 2024 PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices NeurIPS 2024 PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images ICLR 2024 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction IJCAI 2024