conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,876 papers

Papers per year

Papers

MultiQuant: Training Once for Multi-bit Quantization of Neural Networks IJCAI 2022
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit IJCAI 2022
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources IJCAI 2022
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis IJCAI 2022
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022
Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt IJCAI 2022
BiFSMN: Binary Neural Network for Keyword Spotting IJCAI 2022
High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022
Neural Network Pruning by Cooperative Coevolution IJCAI 2022
Deep Interactive Surface Creation from 3D Sketch Strokes IJCAI 2022
DivSwapper: Towards Diversified Patch-based Arbitrary Style Transfer IJCAI 2022
ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces (Extended Abstract) IJCAI 2022
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022
Survey on Efficient Training of Large Neural Networks IJCAI 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code IJCAI 2022
Real-Time Portrait Stylization on the Edge IJCAI 2022
AutoVideo: An Automated Video Action Recognition System IJCAI 2022
HaRiM+: Evaluating Summary Quality with Hallucination Risk IJCNLP 2022
Efficient and Robust Knowledge Graph Construction IJCNLP 2022
CS-CTCSCONV1D: Small footprint speaker verification with channel split time-channel-time separable 1-dimensional convolution INTERSPEECH 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition INTERSPEECH 2022
Predicting label distribution improves non-intrusive speech quality estimation INTERSPEECH 2022
Dataset Pruning for Resource-constrained Spoofed Audio Detection INTERSPEECH 2022