Self-supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps
Journal ref NeurIPS 2024 Workshop on Self-Supervised Learning - Theory and Practice
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
Comments Accepted to NeurIPS 2024
MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling
Comments Accepted to NeurIPS 2024
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
Comments Accepted by NeurIPS 2024
On Affine Homotopy between Language Encoders
Comments 10 pages, Accepted at NeurIPS 2024 (Main)
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning
Comments Accepted as a NeurIPS 2024 paper
Contextual Decision-Making with Knapsacks Beyond the Worst Case
Comments 39 pages. A preliminary version appeared at NeurIPS 2024
Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning
Comments Accepted at NeurIPS 2024
Sequential Harmful Shift Detection Without Labels
Comments Accepted at the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
You Only Submit One Image to Find the Most Suitable Generative Model
Comments Accepted by NeurIPS 2023 Workshop on Diffusion Models
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
Comments NeurIPS 2024
Generative Modeling and Data Augmentation for Power System Production Simulation
Comments This paper has been accepted by D3S3: Data-driven and Differentiable Simulations, Surrogates, and Solvers at NeurIPS 2024
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout
Comments Accepted to NeurIPS 2024
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
Comments 74 pages, the Thirty-Eighth Annual Conference on Neural Information Processing Systems (2024)
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
Comments Accepted to NeurIPS 2024
Eliminating Domain Bias for Federated Learning in Representation Space
Comments Accepted by NeurIPS 2023, 24 pages
Approximating the Top Eigenvector in Random Order Streams
Comments NeurIPS 2024
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
Comments Accepted at NeurIPS 2023
Generative AI regulation can learn from social media regulation
Comments Presented at 2nd Workshop on Regulatable ML at NeurIPS 2024
BarcodeMamba: State Space Models for Biodiversity Analysis
Comments 9 pages, 2 figures, accepted at Foundation Models for Science: Progress, Opportunities, and Challenges Workshop (NeurIPS 2024)
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
Comments Accepted by NeurIPS 2024
A Contextualized BERT model for Knowledge Graph Completion
Comments MuslML Workshop, 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
Composers' Evaluations of an AI Music Tool: Insights for Human-Centred Design
Comments Accepted to NeurIPS 2024 Workshop on Generative AI and Creativity: A dialogue between machine learning researchers and creative professionals in Vancouver, Canada
Integrating Generative and Physics-Based Models for Ptychographic Imaging with Uncertainty Quantification
Comments Machine Learning and the Physical Sciences Workshop at NeurIPS 2024, 7 pages, 4 figures
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
Comments NeurIPS 2024
Agentic-HLS: An agentic reasoning based high-level synthesis system using large language models (AI for EDA workshop 2024)
Comments AI4EDA co-located with 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
HiMemFormer: Hierarchical Memory-Aware Transformer for Multi-Agent Action Anticipation
Comments Workshop on Video-Language Models at NeurIPS 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
Comments NeurIPS 2024 Oral
Improving Multi-candidate Speculative Decoding
Comments Accepted by NeurIPS ENLSP 2024 Workshop
Failures to Find Transferable Image Jailbreaks Between Vision-Language Models
Comments NeurIPS 2024 Workshops: RBFM (Best Paper), Frontiers in AdvML (Oral), Red Teaming GenAI (Oral), SoLaR (Spotlight), SATA
