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Efficient Computing

6,876 papers

Papers per year

Papers

dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable OSDI 2024
USHER: Holistic Interference Avoidance for Resource Optimized ML Inference OSDI 2024
MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures OSDI 2024
Construction of a Multiple-DOF Underactuated Gripper with Force-Sensing via Deep Learning RSS 2024
From Compliant to Rigid Contact Simulation: a Unified and Efficient Approach RSS 2024
MPCC++: Model Predictive Contouring Control for Time-Optimal Flight with Safety Constraints RSS 2024
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset RSS 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness SEMEVAL 2024
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles WACV 2024
Separable Self and Mixed Attention Transformers for Efficient Object Tracking WACV 2024
C2AIR: Consolidated Compact Aerial Image Haze Removal WACV 2024
SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation WACV 2024
Simple Post-Training Robustness Using Test Time Augmentations and Random Forest WACV 2024
SimA: Simple Softmax-Free Attention for Vision Transformers WACV 2024
Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement WACV 2024
Improved Techniques for Quantizing Deep Networks With Adaptive Bit-Widths WACV 2024
Revisiting Token Pruning for Object Detection and Instance Segmentation WACV 2024
Deep Optics for Optomechanical Control Policy Design WACV 2024
Real-Time Polyp Detection in Colonoscopy Using Lightweight Transformer WACV 2024
DISCO: Distributed Inference With Sparse Communications WACV 2024
Pruning From Scratch via Shared Pruning Module and Nuclear Norm-Based Regularization WACV 2024
MobileNVC: Real-Time 1080p Neural Video Compression on a Mobile Device WACV 2024
Hardware Aware Evolutionary Neural Architecture Search Using Representation Similarity Metric WACV 2024
Bag of Tricks for Fully Test-Time Adaptation WACV 2024