Optimization & Theory

A Hyperparameter Optimization Toolkit for Neural Machine Translation Research ACL 2023 AiluRus: A Scalable ViT Framework for Dense Prediction NeurIPS 2023 AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023 AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NeurIPS 2023 A Kernel-Based View of Language Model Fine-Tuning ICML 2023 A Large-Scale Homography Benchmark CVPR 2023 A Law of Robustness beyond Isoperimetry ICML 2023 A Learnable Radial Basis Positional Embedding for Coordinate-MLPs AAAI 2023 A Length-Extrapolatable Transformer ACL 2023 Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions ICML 2023 Alias-Free Convnets: Fractional Shift Invariance via Polynomial Activations CVPR 2023 (Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy NeurIPS 2023 Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023 A Mini-Block Fisher Method for Deep Neural Networks AISTATS 2023 A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization Interspeech 2023 A Modern Look at the Relationship between Sharpness and Generalization ICML 2023 A Multiple-Teacher Pruning Based Self-Distillation (MT-PSD) Approach to Model Compression for Audio-Visual Wake Word Spotting Interspeech 2023 An Adaptive Policy to Employ Sharpness-Aware Minimization ICLR 2023 Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime AISTATS 2023 Analyzing and Diagnosing Pose Estimation With Attributions CVPR 2023 Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels ICML 2023 Analyzing Multilingual Competency of LLMs in Multi-Turn Instruction Following: A Case Study of Arabic EMNLP 2023 Anchor Sampling for Federated Learning with Partial Client Participation ICML 2023 An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition Interspeech 2023 An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention Interspeech 2023