Deep Learning

Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024 Learning from Integral Losses in Physics Informed Neural Networks ICML 2024 Learning from memory-based models Interspeech 2024 Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features ICML 2024 Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training EMNLP 2024 Learning from Noisy Labels via Conditional Distributionally Robust Optimization NeurIPS 2024 Learning from Offline Foundation Features with Tensor Augmentations NeurIPS 2024 Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024 Learning from Pattern Completion: Self-supervised Controllable Generation NeurIPS 2024 Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems EMNLP 2024 Learning From Simplicial Data Based on Random Walks and 1D Convolutions ICLR 2024 Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NeurIPS 2024 Learning Generalized Linear Programming Value Functions NeurIPS 2024 Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024 Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024 Learning Geometry-Aware Representations for New Intent Discovery ACL 2024 Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024 Learning Granular Media Avalanche Behavior for Indirectly Manipulating Obstacles on a Granular Slope CoRL 2024 Learning Graph Representation via Graph Entropy Maximization ICML 2024 Learning Group Actions on Latent Representations NeurIPS 2024 Learning Hierarchical Image Segmentation For Recognition and By Recognition ICLR 2024 Learning Hierarchical Polynomials with Three-Layer Neural Networks ICLR 2024 Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models AAAI 2024 Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics ICLR 2024 Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding ICML 2024