conftrace_

efficient computing

781 papers

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EC

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model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension AAAI 2026

GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection AAAI 2026

SSMRadNet : A Sample-wise State-Space Framework for Efficient and Ultra-Light Radar Segmentation and Object Detection WACV 2026

Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing AAAI 2026

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers AAAI 2026

MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation AAAI 2026

Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding WACV 2026

GFT: Graph Feature Tuning for Efficient Point Cloud Analysis WACV 2026

Logits-Based Block Pruning with Affine Transformations for Large Language Models EACL 2026

ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs AAAI 2026

Compress-then-Rank: Faster and Better Listwise Reranking with Large Language Models via Ranking-Aware Passage Compression AAAI 2026

Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability AAAI 2026

Training and Inference Within 1 Second – Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring AAAI 2026

Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable AAAI 2026

IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision Transformers WACV 2026

Fast Vision Mamba: Pooling Spatial Dimensions for Accelerated Processing WACV 2026

MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models WACV 2026

ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026

3D Gaussian Point Encoders WACV 2026

SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026

Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective AAAI 2026

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model AAAI 2026

LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit AAAI 2026

PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models AAAI 2026

Adaptive Coreset Selection via Uncertainty-Density for Efficient Spam Detection (Student Abstract) AAAI 2026