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Efficient Computing

6876 directly classified papers

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Papers

CALLIC: Content Adaptive Learning for Lossless Image Compression AAAI 2025
Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025
DM-EFS: Dynamically Multiplexed Expanded Features Set Form for Robust and Efficient Small Object Detection ICCV 2025
Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark ICCV 2025
An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025
DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers ICCV 2025
On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations JMLR 2025
Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025
Text Embedding Knows How to Quantize Text-Guided Diffusion Models ICCV 2025
CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation ICCV 2025
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer ICCV 2025
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models ICCV 2025
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025
NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning EMNLP 2025
Focal Plane Visual Feature Generation and Matching on a Pixel Processor Array ICCV 2025
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models ICCV 2025
OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models ICCV 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
Self-Clocked Round-Robin Packet Scheduling NSDI 2025
Memory-Efficient Generative Models via Product Quantization ICCV 2025
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025