conftrace_

inference acceleration

244 papers

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Co-occurring keywords

model compression (3302) large language model (13587) speculative decoding (111) diffusion model (3751) model acceleration (80) efficient computing (781) language model (4599) inference optimization (219) knowledge distillation (3725) neural network optimization (1293)

Papers

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit ACL 2026
Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable AAAI 2026
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction AAAI 2026
HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration AAAI 2026
EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026
An Empirical Study of Speculative Decoding for Small Language Models EACL 2026
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs EACL 2026
Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026
FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025
Grouped Speculative Decoding for Autoregressive Image Generation ICCV 2025
FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025
PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution ICCV 2025
TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025
Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025
Inference-Time Diffusion Model Distillation ICCV 2025
EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models ACL 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers CVPR 2025
Hierarchical Speculative Decoding with Dynamic Window NAACL 2025
Speculative Safety-Aware Decoding EMNLP 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025
PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts NAACL 2025
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference EMNLP 2025
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling ACL 2025