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

EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models ACL 2025
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling ACL 2025
Inference-Time Diffusion Model Distillation ICCV 2025
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model CVPR 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers CVPR 2025
TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025
PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution ICCV 2025
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025
ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models AAAI 2025
Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree AAAI 2025
Multi-Branch Self-Drafting for LLM Inference Acceleration AAAI 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025
Speculative Sampling via Exponential Races ACL 2025
FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression EMNLP 2025
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025
QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding NAACL 2025
Training-Free and Hardware-Friendly Acceleration for Diffusion Models via Similarity-based Token Pruning AAAI 2025
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025
Quantization without Tears CVPR 2025
Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information IJCAI 2025
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models CVPR 2025