Exploring and Improving the Spatial Reasoning Abilities of Large Language Models
Comments Published in NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Typhoon Intensity Prediction with Vision Transformer
Comments 8 pages, 2 figures, accepted by Tackling Climate Change with Machine Learning: workshop at NeurIPS 2023
Function-constrained Program Synthesis
Comments 17 pages, 6 figures, 2023 NeurIPS R0-Fomo Workshop; corrected typo on fig 1 caption
Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Concepts
Comments 33 pages, 16 figures, accepted at the NeurIPS 2023 GLFrontiers Workshop
Multi Time Scale World Models
Comments Accepted as spotlight at NeurIPS 2023
Social Contract AI: Aligning AI Assistants with Implicit Group Norms
Comments SoLaR NeurIPS 2023 Workshop (https://solar-neurips.github.io/)
Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle
Comments 17 pages, 5 figures, OPT2023: 15th Annual Workshop on Optimization for Machine Learning at the 37th NeurIPS 2023, New Orleans, LA, USA
De Novo Drug Design with Joint Transformers
Comments Accepted to NeurIPS 2023 Generative AI and Biology Workshop
Fewshot learning on global multimodal embeddings for earth observation tasks
Comments 9 pages, 6 figures, presented on NeurIPS workshop on Robustness of Few-shot and Zero-shot Learning in Foundation Models
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
Comments Accepted by NeurIPS 2023
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models
Comments NeurIPS 2023 Camera Ready
Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions
Comments Published as a conference paper at NeurIPS 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference
Comments NeurIPS 2023
Private Federated Frequency Estimation: Adapting to the Hardness of the Instance
Comments NeurIPS 2023 camera ready version
Binary Radiance Fields
Comments Accepted to NeurIPS 2023. Project page: https://seungjooshin.github.io/BiRF
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
Comments NeurIPS 2023 (Spotlight). Code: https://github.com/yashbhalgat/Contrastive-Lift
Coneheads: Hierarchy Aware Attention
Comments NeurIPS 2023
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels
Comments Accepted by NeurIPS 2023
Knowledge Diffusion for Distillation
Comments NeurIPS 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Comments NeurIPS 2023 camera ready version. Code repo with all prompts: https://github.com/princeton-nlp/tree-of-thought-llm
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
Comments Accepted at NeurIPS 2023 (Spotlight). Project page: https://github.com/IBM/Dromedary
Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks
Comments 24 pages, presented in Foundation Models for Decision Making Workshop at NeurIPS 2023
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
Comments Accepted at NeurIPS 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization
Comments Accepted at NeurIPS 2023 (Spotlight)
Conservative State Value Estimation for Offline Reinforcement Learning
Comments Accepted in NeurIPS 2023
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs
Comments Accepted as Spotlight at NeurIPS 2023
On skip connections and normalisation layers in deep optimisation
Comments NeurIPS 2023
Explaining Knock-on Effects of Bias Mitigation
Comments This paper was accepted at NeurIPS 2023 workshop
Nonlinear-manifold reduced order models with domain decomposition
Comments To be included in the proceedings of the Machine Learning and the Physical Sciences Workshop at NeurIPS 2023. arXiv admin note: text overlap with arXiv:2305.15163
CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations
Comments Medical Imaging Meets NeurIPS 2023
