Lineax: unified linear solves and linear least-squares in JAX and Equinox
Comments 7 pages, 1 figure, NeurIPS 2023 AI for Science workshop
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Domain Adaptation for Measurements of Strong Gravitational Lenses
Comments Accepted in Machine Learning and the Physical Sciences Workshop at NeurIPS 2023; 9 pages, 2 figures, 2 tables
ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development
Comments https://github.com/BennyCa/ReWaRD/ IN: Proceedings of the first edition of the Workshop on Unifying Representations in Neural Models (UniReps 2023) @ NeurIPS 2023
Fast Particle-based Anomaly Detection Algorithm with Variational Autoencoder
Comments 7 pages, 4 figures, accepted at the Machine Learning and the Physical Sciences Workshop, NeurIPS 2023
Predicting the Age of Astronomical Transients from Real-Time Multivariate Time Series
Comments 6 pages, 4 figures. Accepted at the NeurIPS 2023 Machine Learning and the Physical Sciences workshop
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?
Comments Tackling Climate Change with Machine Learning workshop at NeurIPS 2023
Combating the "Sameness" in AI Art: Reflections on the Interactive AI Installation Fencing Hallucination
Comments Paper for NeurIPS 2023 Workshop, Machine Learning for Creativity and Design
Inference of CO2 flow patterns -- a feasibility study
Comments Accepted in NeurIPS 2023 Workshop - Tackling Climate Change with Machine Learning (Spotlight)
Hybrid Search for Efficient Planning with Completeness Guarantees
Comments NeurIPS 2023 Poster
DeepDecipher: Accessing and Investigating Neuron Activation in Large Language Models
Comments 5 pages (9 total), 1 figure, submitted to NeurIPS 2023 Workshop XAIA
On Separate Normalization in Self-supervised Transformers
Comments NIPS 2023
Hierarchical Relationships: A New Perspective to Enhance Scene Graph Generation
Comments NeurIPS 2023 New Frontiers in Graph Learning Workshop (NeurIPS GLFrontiers 2023); NeurIPS 2023 Queer in AI Workshop. This paper is a preliminary work of the full paper available at arXiv:2311.12889
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow
Journal ref Thirty-seventh Conference on Neural Information Processing Systems (2023)
No Representation Rules Them All in Category Discovery
Comments NeurIPS 2023
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
Comments NeurIPS 2023. Project page: https://diffusebot.github.io/
Foundational Moral Values for AI Alignment
Comments AI meets Moral Philosophy and Moral Psychology Workshop, 37th Conference on Neural Information Processing Systems (NeurIPS 2023)
Pseudo-Likelihood Inference
Comments 27 pages, 12 figures, Published as a conference paper at NeurIPS 2023
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models
Comments NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following
The search for the lost attractor
Comments Accepted by ML4PS workshop at NeurIPS 2023
Comprehensive Benchmarking of Entropy and Margin Based Scoring Metrics for Data Selection
Comments Accepted to Efficient Natural Language and Speech Processing (ENLSP-III) workshop at NeurIPS '23
Testing Assumptions Underlying a Unified Theory for the Origin of Grid Cells
Comments Accepted at NeurIPS 2023 Workshops: UniReps, NeurReps, AI4Science
Learning Reionization History from Quasars with Simulation-Based Inference
Comments 8 pages, 5 figures, Machine Learning and the Physical Sciences Workshop, NeurIPS 2023
Neural ODEs as a discovery tool to characterize the structure of the hot galactic wind of M82
Comments 9 Pages, 2 Figures, Accepted at the NeurIPS 2023 workshop on Machine Learning and the Physical Sciences
FELM: Benchmarking Factuality Evaluation of Large Language Models
Comments Accepted by NeurIPS 2023 Track on Datasets and Benchmarks
Masked Autoencoders are Scalable Learners of Cellular Morphology
Comments Spotlight at NeurIPS 2023 Generative AI and Biology (GenBio) Workshop
Geometry-Aware Adaptation for Pretrained Models
Comments NeurIPS 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
Comments NeurIPS 2023 (Oral). Project page: https://www.cs.cmu.edu/~afluo/BrainDiVE/
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
Comments Accepted by NeurIPS 23, project page: https://sd-complements-dino.github.io/
On the Role of Randomization in Adversarially Robust Classification
Comments 10 pages main paper (27 total), 2 figures in main paper. Neurips 2023
Long Range Graph Benchmark
Comments Added reference to Tönshoff et al., 2023 in Sec. 4.1; NeurIPS 2022 Track on D&B; Open-sourced at: https://github.com/vijaydwivedi75/lrgb
