information entropy

DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025 Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions ICLR 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection CVPR 2025 Learn Beneficial Noise as Graph Augmentation ICML 2025 MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices AAAI 2025 PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025 Systematic Generalization in Language Models Scales with Information Entropy ACL 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025 A Unifying Normative Framework of Decision Confidence NeurIPS 2024 Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation EMNLP 2024 Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024 Entropy Induced Pruning Framework for Convolutional Neural Networks AAAI 2024 How Far Can We Compress Instant-NGP-Based NeRF? CVPR 2024 InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024 MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024 Entropy-driven Unsupervised Keypoint Representation Learning in Videos ICML 2023 InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation EMNLP 2023 INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023 Policy Learning for Active Target Tracking over Continuous $SE(3)$ Trajectories L4DC 2023 Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs ICML 2023 Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023 BiPointNet: Binary Neural Network for Point Clouds ICLR 2021 From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments ICML 2021