conftrace_

dynamic inference

34 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) early exit (79) computational efficiency (362) efficient inference (233) knowledge distillation (3725) large language model (13587) neural network (6616) neural network optimization (1293) inference efficiency (248)

Papers

StitchLLM: Serving LLMs, One Block at a Time ACL 2025
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models EMNLP 2025
Dynamic-DINO: Fine-Grained Mixture of Experts Tuning for Real-time Open-Vocabulary Object Detection ICCV 2025
Dynamic Token-Pass Transformers for Semantic Segmentation WACV 2024
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NIPS 2024
USDN: A Unified Sample-Wise Dynamic Network With Mixed-Precision and Early-Exit WACV 2024
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation WACV 2024
Layer Compression of Deep Networks with Straight Flows AAAI 2024
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NIPS 2024
Dynamic Perceiver for Efficient Visual Recognition ICCV 2023
Dynamic Inference With Grounding Based Vision and Language Models CVPR 2023
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers ACL 2023
Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023
Referring Expression Comprehension Using Language Adaptive Inference AAAI 2023
Boosted Dynamic Neural Networks AAAI 2023
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022
Get More at Once: Alternating Sparse Training with Gradient Correction NIPS 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition ICCV 2021
Dynamic Dual Gating Neural Networks ICCV 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021
Dynamic Slimmable Network CVPR 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021