conftrace_

inference speed

96 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) knowledge distillation (3725) neural machine translation (2310) attention mechanism (4001) large language model (13587) model efficiency (206) non-autoregressive translation (102) convolutional neural network (4226) machine translation (2499)

Papers

Fast Vision Mamba: Pooling Spatial Dimensions for Accelerated Processing WACV 2026
SeqFeedNet: Sequential Feature Feedback Network for Background Subtraction WACV 2026
MixA: A Mixed Attention approach with Stable Lightweight Linear Attention to enhance Efficiency of Vision Transformers at the Edge ICCV 2025
HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection ICCV 2025
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025
An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation AACL 2025
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation EMNLP 2025
Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025
An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers WACV 2025
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025
FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization EMNLP 2025
Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM CVPR 2025
HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation CVPR 2025
Retrofitting Large Language Models with Dynamic Tokenization ACL 2025
TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance ICCV 2025
A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ACL 2025
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025
Removing Cost Volumes from Optical Flow Estimators ICCV 2025
GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025
VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation EMNLP 2025
FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models ACL 2024
Optical Diffusion Models for Image Generation NIPS 2024