On Softmax Direct Preference Optimization for Recommendation
Comments NeurIPS 2024
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
Comments Accepted by NeurIPS 2024. Project page: https://huggingface.co/spaces/TrustSafeAI/GradientCuff-Jailbreak-Defense
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
Comments Accepted at the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
SpectraFM: Tuning into Stellar Foundation Models
Comments Accepted at the NeurIPS 2024 Workshop on Foundation Models for Science
Convolutional Differentiable Logic Gate Networks
Comments Published at NeurIPS 2024 (Oral)
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
Comments NeurIPS 2024
Impact of Label Noise on Learning Complex Features
Comments Accepted at Workshop on Scientific Methods for Understanding Deep Learning, NeurIPS 2024
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity
Comments NeurIPS 2024
Image Understanding Makes for A Good Tokenizer for Image Generation
Comments Accepted by NeurIPS 2024
Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method
Comments Accepted at Safe Generative AI Workshop @ NeurIPS 2024
Towards Optimizing SQL Generation via LLM Routing
Comments Table Representation Learning Workshop at NeurIPS 2024
Graph neural networks and non-commuting operators
Comments NeurIPS 2024
Scalable DP-SGD: Shuffling vs. Poisson Subsampling
Comments To appear at NeurIPS 2024
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
Comments NeurIPS (Datasets and Benchmarks)
We Urgently Need Intrinsically Kind Machines
Comments NeurIPS 2024 IMOL Workshop Paper
Typicalness-Aware Learning for Failure Detection
Comments Accepted by NeurIPS 2024
Online Relational Inference for Evolving Multi-agent Interacting Systems
Comments Accepted at NeurIPS 2024
The Implicit Bias of Gradient Descent on Separable Multiclass Data
Comments Accepted to NeurIPS 2024
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
Comments In Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
Comments NeurIPS 2024
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
Comments NeurIPS 2024, Track on Datasets and Benchmarks
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
Comments Expanded version of the NeurIPS 2024 paper
Transcoders Find Interpretable LLM Feature Circuits
Comments 29 pages, 6 figures, 4 tables, 2 algorithms. NeurIPS 2024
Understanding and Minimising Outlier Features in Neural Network Training
Comments NeurIPS 2024 camera ready
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
Comments Accepted to NeurIPS 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations
Comments Published as a conference proceeding for NeurIPS 2024
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
Comments NeurIPS 2024. Previously accepted (Spotlight) to ICLR 2024 Workshop on Generative Models for Decision Making. Jaewoo Lee and Sujin Yun are equal contribution authors
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
Journal ref 2024 Neurips
Navigating Chemical Space with Latent Flows
Comments Accepted for presentation at NeurIPS 2024
