科研人的福利！NeurIPS2024评分最高的16篇论文列表-AI论文

#	Title	Ratingraw (Δ appears if any)	mean	Confidenceraw (Δ appears if any)	mean	Corr.R. vs. Conf.	Status
1	Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering	8,9,9,9	8.75	4,4,5,5	4.50	0.58	Oral
2	Convolutional Differentiable Logic Gate Networks	8,8,8,9	8.25	4,3,4,5	4.00	0.82	Oral
3	xLSTM: Extended Long Short-Term Memory	7,7,10	8.00	5,4,4	4.33	-0.50	Spotlight
4	Probablistic Emulation of a Global Climate Model with Spherical DYffusion	8,8,8,8	8.00	4,4,5,4	4.25	0.00	Spotlight
5	Trajectory Flow Matching with Applications to Clinical Time Series Modelling	7,7,10	8.00	4,3,4	3.67	0.50	Spotlight
6	Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction	7,8,8,8	7.75	4,4,5,4	4.25	0.33	Oral
7	Humanoid Locomotion as Next Token Prediction	7,8,8,8	7.75	4,4,4,4	4.00	0.00	Spotlight
8	Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs	7,7,7,10	7.75	3,3,3,4	3.25	1.00	Oral
9	Parameter-Inverted Image Pyramid Networks	7,7,9	7.67	4,4,5	4.33	1.00	Spotlight
10	SegVol: Universal and Interactive Volumetric Medical Image Segmentation	7,8,8	7.67	5,4,4	4.33	-1.00	Spotlight
11	Minimum Entropy Coupling with Bottleneck	7,8,8	7.67	4,4,4	4.00	0.00	Spotlight
12	Not All Tokens Are What You Need for Pretraining	7,7,9	7.67	4,4,4	4.00	0.00	Oral
13	Optimal deep learning of holomorphic operators between Banach spaces	7,8,8	7.67	4,4,3	3.67	-0.50	Spotlight
14	The Sample-Communication Complexity Trade-off in Federated Q-Learning	7,8,8	7.67	3,3,4	3.33	0.50	Oral
15	DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs	7,7,8,8,8	7.60	4,3,3,4,3	3.40	-0.17	Oral
16	DenoiseRep: Denoising Model for Representation Learning	6,8,8,8	7.50	5,5,5,4	4.75	-0.33	Oral

Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering: 8.75
Convolutional Differentiable Logic Gate Networks: 8.25
xLSTM: Extended Long Short-Term Memory: 8.00
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion: 8.00
Trajectory Flow Matching with Applications to Clinical Time Series Modelling: 8.00
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction: 7.75
Humanoid Locomotion as Next Token Prediction: 7.75
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs: 7.75
Parameter-Inverted Image Pyramid Networks: 7.67
SegVol: Universal and Interactive Volumetric Medical Image Segmentation: 7.67
Minimum Entropy Coupling with Bottleneck: 7.67
Not All Tokens Are What You Need for Pretraining: 7.67
Optimal Deep Learning of Holomorphic Operators between Banach Spaces: 7.67
The Sample-Communication Complexity Trade-off in Federated Q-Learning: 7.67
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs: 7.60
DenoiseRep: Denoising Model for Representation Learning 7.5

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科研人的福利！NeurIPS2024评分最高的16篇论文列表-AI论文

NeurIPS2024:Not All Tokens Are What You Need for Pretraining[并非所有token都是你进行预训练所需要的]-AI论文

科研人必看的！ICLR2025评分最高18篇论文-AI论文

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