conftrace_

computational cost

59 papers

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model compression (3302) computational efficiency (362) convolutional neural network (4226) large language model (13587) neural network (6616) image classification (1944) efficient computing (781) inference efficiency (248) memory efficiency (261) diffusion model (3751)

Papers

Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference EACL 2026
V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints AAAI 2025
SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality CVPR 2025
GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025
GLaRef@CRAC2025: Should we transform coreference resolution into a text generation task? EMNLP 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral EMNLP 2025
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models ACL 2025
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation ICCV 2025
Coreset Markov chain Monte Carlo AISTATS 2024
Grid Diffusion Models for Text-to-Video Generation CVPR 2024
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance NIPS 2024
Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024
Are Language Models Actually Useful for Time Series Forecasting? NIPS 2024
Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023
miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge INTERSPEECH 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient Training NIPS 2023
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning INTERSPEECH 2023
Dimensionality-Varying Diffusion Process CVPR 2023
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression INTERSPEECH 2023
Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics JMLR 2023