[Neural Computation, MIT Press] The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization proposed in our Neural Computation paper: Artificial Neural Variability for Deep Learning: On overfitting, Noise Memorization, and Catastrophic Forgetting.
☆33Aug 3, 2021Updated 5 years ago
Alternatives and similar repositories for artificial-neural-variability-for-deep-learning
Users that are interested in artificial-neural-variability-for-deep-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2022, Oral] The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our paper: "Adaptive Inertia: Dise…☆149Feb 17, 2023Updated 3 years ago
- This framework implements key experiments on the sparse double descent phenomenon (ICML 2022).☆15Dec 13, 2022Updated 3 years ago
- Self-Supervised Domain Adaptation with Consistency Training☆20Oct 28, 2020Updated 6 years ago
- ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations☆23Jun 30, 2020Updated 6 years ago
- Learning with Instance-Dependent Label Noise: A Sample Sieve Approach (ICLR2021)☆35Feb 24, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 2021Updated 5 years ago
- Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch☆10Apr 7, 2021Updated 5 years ago
- [ICCV 2023] Pytorch implementation of "S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields".☆240Sep 15, 2023Updated 3 years ago
- ☆76May 17, 2023Updated 3 years ago
- ☆32Oct 20, 2022Updated 4 years ago
- Linear Mode Connectivity in Multitask and Continual Learning: https://arxiv.org/abs/2010.04495☆13Oct 12, 2020Updated 6 years ago
- ☆10Dec 25, 2024Updated last year
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 9 years ago
- Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"☆35Jun 6, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 4 years ago
- Code for the paper "Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation" by Alexander Levine and Soheil Feizi.☆10Aug 22, 2022Updated 4 years ago
- “X-Trace”行人跟踪系统将行人检测与行人跟踪技术相结合，检测与Re-ID整体表现出色，该软件架构完整、界面美观、功能全面、交互友好，可广泛应用于智能视频监控、智能安保等领域。☆15May 6, 2022Updated 4 years ago
- ☆11Jan 6, 2023Updated 3 years ago
- Learning from noisy labels via regularization between representations☆11Feb 28, 2023Updated 3 years ago
- Original dataset release for CIFAR-10H☆91Mar 23, 2026Updated 7 months ago
- ICLR 2021: Noise against noise: stochastic label noise helps combat inherent label noise☆15May 1, 2021Updated 5 years ago
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated 2 years ago
- [AISTATS2021] Official implementation of "Sample Elicitation"☆29Apr 12, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Policy gradient reinforcement learning beyond the mean, e.g., Pass@k, Max@k, TopM@K, CVaR, VaR, Quantiles, Trimmed Means or other functio…☆15Jun 5, 2026Updated 5 months ago
- ☆12Nov 29, 2017Updated 8 years ago
- Codes for paper <InteL-VAEs: Adding Inductive Biases to VariationalAuto-Encoders via Intermediary Latents>.☆18Jun 25, 2021Updated 5 years ago
- Empirical study that reports the correlation between complexity measures and generalization performance by deep learning models on medica…☆13Nov 29, 2021Updated 4 years ago
- [NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228☆20Jan 7, 2022Updated 4 years ago
- [Re] Can gradient clipping mitigate label noise? (ML Reproducibility Challenge 2020)☆15Sep 3, 2024Updated 2 years ago
- [ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chan…☆49Dec 30, 2021Updated 4 years ago
- Official Implementation of "Agentic reinforcement learning empowers next-generation chemical language models for molecular design and syn…☆14Apr 12, 2026Updated 6 months ago
- Calculate the volume of a STEP file☆12Jun 17, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- LeafBox: A Leaf Disease Toolbox☆15Jan 7, 2022Updated 4 years ago
- Bag of Tricks for Image Classification with Convolutional Neural Networks and a new ResNet☆19Jul 18, 2019Updated 7 years ago
- 产品缺陷检测☆12Dec 6, 2018Updated 7 years ago
- Official implementation of Data Contamination Can Cross Language Barriers☆12Sep 11, 2024Updated 2 years ago
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆32Dec 2, 2023Updated 2 years ago
- LV-BERT: Exploiting Layer Variety for BERT (Findings of ACL 2021)☆19May 10, 2023Updated 3 years ago
- ☆11Aug 4, 2020Updated 6 years ago