conftrace_

information entropy

29 papers

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Also known as

IE

Co-occurring keywords

large language model (13587) model compression (3302) diffusion model (3751) generative language model (80) attention mechanism (4001) image classification (1944) unsupervised learning (3264) neural spike counts (2) binary search (14) correlation coefficient (12)

Papers

MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices AAAI 2025
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025
VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025
The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025
Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection CVPR 2025
Systematic Generalization in Language Models Scales with Information Entropy ACL 2025
PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning AAAI 2025
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025
A Unifying Normative Framework of Decision Confidence NIPS 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
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation EMNLP 2024
How Far Can We Compress Instant-NGP-Based NeRF? CVPR 2024
Entropy Induced Pruning Framework for Convolutional Neural Networks AAAI 2024
INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation EMNLP 2023
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023
Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs ICML 2023
Entropy-driven Unsupervised Keypoint Representation Learning in Videos ICML 2023
Policy Learning for Active Target Tracking over Continuous $SE(3)$ Trajectories L4DC 2023
From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments ICML 2021
Abstraction Mechanisms Predict Generalization in Deep Neural Networks ICML 2020
Classification with Label Distribution Learning IJCAI 2019
Information Entropy Based Feature Pooling for Convolutional Neural Networks ICCV 2019