ICL Markup: Structuring In-Context Learning using Soft-Token Tags
Comments R0-FoMo: Workshop on Robustness of Few-shot and Zero-shot Learning in Foundation Models at NeurIPS 2023
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Equivariant Flow Matching with Hybrid Probability Transport
Comments NeurIPS 2023
On the notion of Hallucinations from the lens of Bias and Validity in Synthetic CXR Images
Comments Accepted at 37th Conference on Neural Information Processing Systems (NeurIPS 2023) - "Medical Imaging Meets NeurIPS" Workshop
Predictive variational autoencoder for learning robust representations of time-series data
Comments 16 pages, 4 main figures, 4 supplemental figures, accepted for publication at Unireps Workshop in 37th Conference on Neural Information Processing Systems (NeurIPS 2023)
Pre-training strategy using real particle collision data for event classification in collider physics
Comments Presented at the Machine Learning and the Physical Sciences Workshop, NeurIPS 2023
DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layers
Comments Accepted at WANT workshop at NeurIPS 2023; code at https://github.com/asappresearch/dyad
Adversarial Estimation of Topological Dimension with Harmonic Score Maps
Comments Accepted to the NeurIPS'23 Workshop on Diffusion Models
High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery
Comments Accepted at the Machine Learning and the Physical Sciences workshop, NeurIPS 2023
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks
Comments Machine Learning for Audio Workshop, Neural Information Processing Systems (NeurIPS) 2023, New Orleans, LA
PathFinder: Guided Search over Multi-Step Reasoning Paths
Comments NeurIPS 2023 R0-FoMo Workshop
Localized Symbolic Knowledge Distillation for Visual Commonsense Models
Comments Neurips 2023
Precipitation Nowcasting With Spatial And Temporal Transfer Learning Using Swin-UNETR
Comments arXiv admin note: substantial text overlap with arXiv:2311.17961; NeurIPS 2023
Removing Dust from CMB Observations with Diffusion Models
Comments 5+6 pages, 2+3 figures, accepted at the NeurIPS 2023 workshop on "Machine Learning and the Physical Sciences" and selected for a spotlight talk
Hacking Generative Models with Differentiable Network Bending
Comments 12 pages, 10 figures, Machine Learning for Creativity and Design Workshop at NeurIPS 2023
A Spectral Theory of Neural Prediction and Alignment
Comments First two authors contributed equally. NeurIPS 2023
Opening the Vocabulary of Egocentric Actions
Comments NeurIPS 2023 camera ready; https://dibschat.github.io/openvocab-egoAR/
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution
Comments NeurIPS Datasets and Benchmarks 2023. Data and code available at https://github.com/oxai/visogender
Early Weight Averaging meets High Learning Rates for LLM Pre-training
Comments 17 pages, 13 figures, presented at NeurIPs 2023 WANT workshop
Protein Design with Guided Discrete Diffusion
Journal ref Advances in Neural Information Processing Systems 36, December 10-16, 2023
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Comments Accepted at NeurIPS 2022
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction
Comments NeurIPS 2022, 16 pages; The first two authors contributed equally to this work
A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host Detection
Comments Accepted in NeurIPS 2023 conference ML4PS workshop (https://nips.cc/). The full version accepted in PASA, is available at https://doi.org/10.1017/pasa.2023.64
Muslim-Violence Bias Persists in Debiased GPT Models
Comments 2 pages, 2 figures. This work will be presented at MusIML neurips workshop
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
Comments 26 pages, 6 figures, accepted to NeurIPS 2023
LightSim: Neural Lighting Simulation for Urban Scenes
Comments NeurIPS 2023. Project page: https://waabi.ai/lightsim/
Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility?
Comments Accepted for Muslims in ML workshop at the 37th Conference on Neural Information Processing Systems (NeurIPS 2023)
4M: Massively Multimodal Masked Modeling
Comments NeurIPS 2023 Spotlight. Project page at https://4m.epfl.ch/
CorresNeRF: Image Correspondence Priors for Neural Radiance Fields
Journal ref NeurIPS 2023
The built environment and induced transport CO2 emissions: A double machine learning approach to account for residential self-selection
Comments NeurIPS 2023 Workshop 'Tackling Climate Change with Machine Learning' - Spotlight Talk
Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets
Comments Accepted at NeurIPS 2023 GLFrontiers Workshop
