Application Areas

LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation ICML 2023 Loss Balancing for Fair Supervised Learning ICML 2023 Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus Interspeech 2023 Lossy and Lossless (L2) Post-training Model Size Compression ICCV 2023 Lossy Image Compression With Quantized Hierarchical VAEs WACV 2023 LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding ICCV 2023 Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023 Low-complexity Broadband Beampattern Synthesis using Array Response Control Interspeech 2023 Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set ICML 2023 Low-Confidence Samples Mining for Semi-supervised Object Detection IJCAI 2023 Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023 Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit ICML 2023 Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation AAAI 2023 Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023 Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023 LowResourceNLU at BLP-2023 Task 1 & 2: Enhancing Sentiment Classification and Violence Incitement Detection in Bangla Through Aggregated Language Models EMNLP 2023 Low-Resource Text Style Transfer for Bangla: Data & Models EMNLP 2023 LUCID: Exposing Algorithmic Bias through Inverse Design AAAI 2023 LVMT: An Efficient Authenticated Storage for Blockchain OSDI 2023 M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery NeurIPS 2023 M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis Benchmark NeurIPS 2023 MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions ICLR 2023 Machine Learning Force Fields with Data Cost Aware Training ICML 2023 Machine Learning for Cutting Planes in Integer Programming: A Survey IJCAI 2023 Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA EMNLP 2023