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🧠 Machine Learning
Neural Networks, Training, Models, Deep Learning
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6132
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Additive
Model: Interpretable Sparse Learning With Auto
Weighting
🗜️
Compressed Sensing
arxiv.org
·
2d
SMART: A
Spectral
Transfer Approach to
Multi-Task
Learning
🔥
PyTorch
arxiv.org
·
2d
Deep Hierarchical Knowledge Loss for
Fault
Intensity
Diagnosis
🔥
PyTorch
arxiv.org
·
4d
On the Role of
Preprocessing
and
Memristor
Dynamics in Reservoir Computing for Image Classification
🔥
PyTorch
arxiv.org
·
1d
Train
Separately
, Merge Together: Modular Post-Training with
Mixture-of-Experts
🔥
PyTorch
arxiv.org
·
4d
Comparison between Supervised and
Unsupervised
Learning in Deep
Unfolded
Sparse Signal Recovery
🗜️
Compressed Sensing
arxiv.org
·
1d
The
Recurrent
Transformer:
Greater
Effective Depth and Efficient Decoding
🤖
Transformers
arxiv.org
·
1d
ECG-Lens
: Benchmarking ML & DL Models on
PTB-XL
Dataset
🔥
PyTorch
arxiv.org
·
5d
Expert
Upcycling
: Shifting the Compute-Efficient Frontier of
Mixture-of-Experts
🔥
PyTorch
arxiv.org
·
2d
mlr3torch
: A Deep Learning Framework in R based on mlr3 and
torch
🔥
PyTorch
arxiv.org
·
4d
Temporally
Extended
Mixture-of-Experts
Models
🔥
PyTorch
arxiv.org
·
2d
Bootstrapping
Post-training Signals for Open-ended Tasks via
Rubric-based
Self-play on Pre-training Text
💬
LLMs
arxiv.org
·
2d
Gradient-Free Continual Learning in Spiking Neural Networks via Inter-Spike
Interval
Regularization
📐
Optimization Theory
arxiv.org
·
4d
AUDITA
: A New Dataset to Audit Humans vs. AI Skill at Audio
QA
📡
Signal Processing
arxiv.org
·
1d
Closing the Domain Gap in
Biomedical
Imaging by In-Context Control
Samples
🗜️
Compressed Sensing
arxiv.org
·
2d
A Mechanism Study of Delayed Loss
Spikes
in
Batch-Normalized
Linear Models
📐
Estimation Theory
arxiv.org
·
4d
Fast
Amortized
Fitting of Scientific Signals Across Time and Ensembles via
Transferable
Neural Fields
🔥
PyTorch
arxiv.org
·
2d
Decomposing
the
Depth
Profile of Fine-Tuning
📐
Optimization Theory
arxiv.org
·
4d
Calibeating
Prediction-Powered
Inference
📐
Estimation Theory
arxiv.org
·
1d
ILDR
: Geometric Early Detection of
Grokking
📐
Estimation Theory
arxiv.org
·
1d
« Page 1
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