accuracy

A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data ICML 2025 Closed-form Solutions: A New Perspective on Solving Differential Equations ICML 2025 Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning ICML 2025 Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning ICML 2025 Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025 Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers ICML 2025 Hardware and Software Platform Inference ICML 2025 Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers ICML 2025 Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales ICML 2025 On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness ICML 2025 Radio: Rate–Distortion Optimization for Large Language Model Compression ICML 2025 Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery ICML 2025 SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity ICML 2025 System-Aware Unlearning Algorithms: Use Lesser, Forget Faster ICML 2025 TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer ICML 2025 Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations ICML 2025 Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains ICML 2024 ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy ICML 2024 Disparate Impact on Group Accuracy of Linearization for Private Inference ICML 2024 FedBAT: Communication-Efficient Federated Learning via Learnable Binarization ICML 2024 Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training ICML 2024 Novel Spectral Algorithms for the Partial Credit Model ICML 2024 Optimally Improving Cooperative Learning in a Social Setting ICML 2024 Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms ICML 2024 SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks ICML 2024