conftrace_

efficient inference

233 papers

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Also known as

EI

Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) knowledge distillation (3725) vision transformer (1106) model quantization (281) convolutional neural network (4226) inference optimization (219) inference efficiency (248) inference acceleration (244)

Papers

HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026

HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence AAAI 2026

Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference AAAI 2026

Making Large Language Models Efficient Dense Retrievers ACL 2026

Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ACL 2026

Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026

T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground EACL 2026

PartialNet: Compute Less, Perform Better AAAI 2026

D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning AAAI 2026

Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference ACL 2026

See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ACL 2026

Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference ACL 2026

LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models ACL 2026

Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ACL 2026

STEG-AIW: Spatio-Temporal Gating and Adaptive-Timestep Inference for Efficient Spiking Neural Networks WACV 2026

DeepInsert: Early Layer Bypass for Efficient and Performant Multimodal Understanding EACL 2026

Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation EACL 2026

TinyChemVL: Advancing Chemical Vision-Language Models via Efficient Visual Token Reduction and Complex Reaction Tasks AAAI 2026

AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization AAAI 2026

Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning AAAI 2026

MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation AAAI 2026

Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection ICCV 2025

MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025

DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing WACV 2025

EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs IJCAI 2025