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πŸ”’ Binary Embeddings

1-bit Quantization, Hamming Distance, Sparse Representations, Memory Efficiency

Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes
arxiv.orgΒ·19h
πŸ”Type Inference
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences
arxiv.orgΒ·1d
🧠Neural Codecs
Computing Betti tables and minimal presentations of zero-dimensional persistent homology
arxiv.orgΒ·1d
πŸ•ΈοΈAlgebraic Topology
CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning
arxiv.orgΒ·1d
πŸ’ŽInformation Crystallography
Choice of Scoring Rules for Indirect Elicitation of Properties with Parametric Assumptions
arxiv.orgΒ·1d
πŸ‘‘Coq Tactics
SUTRA: Decoupling Concept & Language for Multilingual LLM Excellence
hackernoon.comΒ·8h
πŸ’»Local LLMs
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
arxiv.orgΒ·19h
πŸ“ŠLearned Metrics
CodeMorph: Mitigating Data Leakage in Large Language Model Assessment
arxiv.orgΒ·1d
πŸ’»Local LLMs
HE-LRM: Encrypted Deep Learning Recommendation Models using Fully Homomorphic Encryption
arxiv.orgΒ·1d
πŸ”Homomorphic Encryption
NestQuant: Post-Training Integer-Nesting Quantization for On-Device DNN
arxiv.orgΒ·1d
πŸ“ŠQuantization
A Deep Convolutional Neural Network-Based Novel Class Balancing for Imbalance Data Segmentation
arxiv.orgΒ·1d
🧠Machine Learning
Machine Learning Fundamentals: active learning
dev.toΒ·1dΒ·
Discuss: DEV
πŸ€–Grammar Induction
Heart Disease Predictor using KNN(ML) algorithm
dev.toΒ·13hΒ·
Discuss: DEV
🧠Machine Learning
Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning with Non-IID Data
arxiv.orgΒ·1d
🧠Machine Learning
Code Rate Optimization via Neural Polar Decoders
arxiv.orgΒ·2d
🧠Neural Codecs
Predicting E-commerce Purchase Behavior using a DQN-Inspired Deep Learning Model for enhanced adaptability
arxiv.orgΒ·1d
🧠Machine Learning
Episode-specific Fine-tuning for Metric-based Few-shot Learners with Optimization-based Training
arxiv.orgΒ·1d
πŸ“ŠLearned Metrics
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport
arxiv.orgΒ·19h
🧠Machine Learning
Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review
arxiv.orgΒ·1d
πŸ€–Advanced OCR
Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network
arxiv.orgΒ·19h
πŸŒ€Differential Geometry
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