iclr2021_review_scores

	A	B	C	D
1	title	url	avg_rating	ratings
2	How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks	https://openreview.net/forum?id=UH-cmocLJC	8.25	['8', '9', '9', '7']
3	Learning a Latent Simplex in Input Sparsity Time	https://openreview.net/forum?id=04LZCAxMSco	8	['8', '9', '7']
4	Score-Based Generative Modeling through Stochastic Differential Equations	https://openreview.net/forum?id=PxTIG12RRHS	8	['9', '7', '8', '8']
5	Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data	https://openreview.net/forum?id=rC8sJ4i6kaH	8	['7', '7', '9', '9']
6	Deformable DETR: Deformable Transformers for End-to-End Object Detection	https://openreview.net/forum?id=gZ9hCDWe6ke	8	['7', '8', '8', '9']
7	Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting	https://openreview.net/forum?id=kmG8vRXTFv	8	['8', '7', '9']
8	What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study	https://openreview.net/forum?id=nIAxjsniDzg	8	['7', '9', '9', '7']
9	Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation	https://openreview.net/forum?id=Wj4ODo0uyCF	7.75	['8', '9', '7', '7']
10	Learning Mesh-Based Simulation with Graph Networks	https://openreview.net/forum?id=roNqYL0_XP	7.75	['10', '6', '6', '9']
11	Autoregressive Entity Retrieval	https://openreview.net/forum?id=5k8F6UU39V	7.75	['8', '8', '8', '7']
12	Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency	https://openreview.net/forum?id=QIRlze3I6hX	7.75	['10', '7', '8', '6']
13	Predicting Infectiousness for Proactive Contact Tracing	https://openreview.net/forum?id=lVgB2FUbzuQ	7.67	['7', '7', '9']
14	Invariant Representations for Reinforcement Learning without Reconstruction	https://openreview.net/forum?id=-2FCwDKRREu	7.67	['9', '7', '7']
15	Dataset Condensation with Gradient Matching	https://openreview.net/forum?id=mSAKhLYLSsl	7.67	['7', '9', '7']
16	DiffWave: A Versatile Diffusion Model for Audio Synthesis	https://openreview.net/forum?id=a-xFK8Ymz5J	7.6	['7', '9', '8', '7', '7']
17	Complex Query Answering with Neural Link Predictors	https://openreview.net/forum?id=Mos9F9kDwkz	7.5	['9', '6', '6', '9']
18	End-to-end Adversarial Text-to-Speech	https://openreview.net/forum?id=rsf1z-JSj87	7.5	['8', '7', '8', '7']
19	Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic	https://openreview.net/forum?id=LmUJqB1Cz8	7.5	['7', '9', '7', '7']
20	Learning with feature dependent label noise: a progressive approach	https://openreview.net/forum?id=ZPa2SyGcbwh	7.5	['8', '7', '8', '7']
21	Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients	https://openreview.net/forum?id=m5Qsh0kBQG	7.5	['9', '5', '8', '8']
22	Global Convergence of Three-layer Neural Networks in the Mean Field Regime	https://openreview.net/forum?id=KvyxFqZS_D	7.5	['7', '7', '7', '9']
23	Parrot: Data-Driven Behavioral Priors for Reinforcement Learning	https://openreview.net/forum?id=Ysuv-WOFeKR	7.5	['8', '7', '6', '9']
24	Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability	https://openreview.net/forum?id=dYeAHXnpWJ4	7.5	['5', '7', '9', '9']
25	Learning Flexible Visual Representations via Interactive Gameplay	https://openreview.net/forum?id=UuchYL8wSZo	7.5	['8', '5', '8', '9']
26	Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images	https://openreview.net/forum?id=RLRXCV6DbEJ	7.5	['8', '7', '8', '7']
27	Human-Level Performance in No-Press Diplomacy via Equilibrium Search	https://openreview.net/forum?id=0-uUGPbIjD	7.5	['8', '7', '8', '7']
28	Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime	https://openreview.net/forum?id=PULSD5qI2N1	7.4	['7', '8', '8', '8', '6']
29	RMSprop can converge with proper hyper-parameter	https://openreview.net/forum?id=3UDSdyIcBDA	7.33	['6', '8', '8']
30	When Do Curricula Work?	https://openreview.net/forum?id=tW4QEInpni	7.33	['7', '8', '7']
31	Distributional Sliced-Wasserstein and Applications to Generative Modeling	https://openreview.net/forum?id=QYjO70ACDK	7.33	['6', '7', '9']
32	Evolving Reinforcement Learning Algorithms	https://openreview.net/forum?id=0XXpJ4OtjW	7.33	['9', '6', '7']
33	Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering	https://openreview.net/forum?id=yWkP7JuHX1	7.33	['6', '8', '8']
34	EigenGame: PCA as a Nash Equilibrium	https://openreview.net/forum?id=NzTU59SYbNq	7.33	['7', '8', '7']
35	Unsupervised Object Keypoint Learning using Local Spatial Predictability	https://openreview.net/forum?id=GJwMHetHc73	7.33	['9', '7', '6']
36	Neural Synthesis of Binaural Audio	https://openreview.net/forum?id=uAX8q61EVRu	7.33	['6', '9', '7']
37	Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes	https://openreview.net/forum?id=HajQFbx_yB	7.33	['6', '7', '9']
38	Geometry-aware Instance-reweighted Adversarial Training	https://openreview.net/forum?id=iAX0l6Cz8ub	7.33	['8', '6', '8']
39	Expressive Power of Invariant and Equivariant Graph Neural Networks	https://openreview.net/forum?id=lxHgXYN4bwl	7.25	['9', '7', '5', '8']
40	Conditional Generative Modeling via Learning the Latent Space	https://openreview.net/forum?id=VJnrYcnRc6	7.25	['6', '10', '6', '7']
41	PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics	https://openreview.net/forum?id=xCcdBRQEDW	7.25	['7', '7', '9', '6']
42	Minimum Width for Universal Approximation	https://openreview.net/forum?id=O-XJwyoIF-k	7.25	['8', '7', '7', '7']
43	Learning from Protein Structure with Geometric Vector Perceptrons	https://openreview.net/forum?id=1YLJDvSx6J4	7.25	['7', '10', '6', '6']
44	PMI-Masking: Principled masking of correlated spans	https://openreview.net/forum?id=3Aoft6NWFej	7.25	['8', '7', '6', '8']
45	Rethinking Attention with Performers	https://openreview.net/forum?id=Ua6zuk0WRH	7.25	['7', '8', '7', '7']
46	Locally Free Weight sharing for Network Width Search	https://openreview.net/forum?id=S0UdquAnr9k	7.25	['8', '6', '8', '7']
47	Improving Adversarial Robustness via Channel-wise Activation Suppressing	https://openreview.net/forum?id=zQTezqCCtNx	7.25	['7', '7', '8', '7']
48	Retrieval-Augmented Generation for Code Summarization via Hybrid GNN	https://openreview.net/forum?id=zv-typ1gPxA	7	['7', '7', '7']
49	On the mapping between Hopfield networks and Restricted Boltzmann Machines	https://openreview.net/forum?id=RGJbergVIoO	7	['4', '7', '10']
50	On the geometry of generalization and memorization in deep neural networks	https://openreview.net/forum?id=V8jrrnwGbuc	7	['7', '7', '7', '7']
51	Benefit of deep learning with non-convex noisy gradient descent: Provable excess risk bound and superiority to kernel methods	https://openreview.net/forum?id=2m0g1wEafh	7	['8', '6', '6', '8']
52	Implicit Normalizing Flows	https://openreview.net/forum?id=8PS8m9oYtNy	7	['8', '7', '6', '7']
53	The inductive bias of ReLU networks on orthogonally separable data	https://openreview.net/forum?id=krz7T0xU9Z_	7	['7', '8', '5', '8']
54	Linear Mode Connectivity in Multitask and Continual Learning	https://openreview.net/forum?id=Fmg_fQYUejf	7	['7', '7', '7']
55	Disentangled Recurrent Wasserstein Autoencoder	https://openreview.net/forum?id=O7ms4LFdsX	7	['7', '7', '7']
56	Rethinking Architecture Selection in Differentiable NAS	https://openreview.net/forum?id=PKubaeJkw3	7	['6', '5', '10', '7']
57	Systematic generalisation with group invariant predictions	https://openreview.net/forum?id=b9PoimzZFJ	7	['8', '8', '6', '6']
58	Memory Optimization for Deep Networks	https://openreview.net/forum?id=bnY0jm4l59	7	['7', '7', '8', '6']
59	What are the Statistical Limits of Batch RL with Linear Function Approximation?	https://openreview.net/forum?id=30EvkP2aQLD	7	['6', '7', '7', '8']
60	How Does Mixup Help With Robustness and Generalization?	https://openreview.net/forum?id=8yKEo06dKNo	7	['6', '7', '7', '8']
61	SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness	https://openreview.net/forum?id=DktZb97_Fx	7	['7', '7', '7', '7']
62	Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime	https://openreview.net/forum?id=bB2drc7DPuB	7	['7', '7', '7', '7']
63	A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels	https://openreview.net/forum?id=ajOrOhQOsYx	7	['6', '8', '8', '6']
64	Model Patching: Closing the Subgroup Performance Gap with Data Augmentation	https://openreview.net/forum?id=9YlaeLfuhJF	7	['6', '7', '7', '8']
65	Calibration tests beyond classification	https://openreview.net/forum?id=-bxf89v3Nx	7	['9', '5', '7']
66	A Distributional Approach to Controlled Text Generation	https://openreview.net/forum?id=jWkw45-9AbL	7	['7', '7', '7']
67	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	https://openreview.net/forum?id=YicbFdNTTy	7	['7', '7', '7', '7']
68	Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures	https://openreview.net/forum?id=l0mSUROpwY	7	['9', '8', '4', '9', '5']
69	EVALUATION OF NEURAL ARCHITECTURES TRAINED WITH SQUARE LOSS VS CROSS-ENTROPY IN CLASSIFICATION TASKS	https://openreview.net/forum?id=hsFN92eQEla	7	['8', '6', '7', '7']
70	Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels	https://openreview.net/forum?id=j9Rv7qdXjd	7	['7', '7', '5', '9']
71	More or Less: When and How to Build Neural Network Ensembles	https://openreview.net/forum?id=z5Z023VBmDZ	7	['7', '6', '8', '7']
72	Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval	https://openreview.net/forum?id=zeFrfgyZln	7	['6', '7', '9', '6']
73	Spatio-Temporal Graph Scattering Transform	https://openreview.net/forum?id=CF-ZIuSMXRz	7	['6', '7', '9', '6']
74	Deep Equals Shallow for ReLU Networks in Kernel Regimes	https://openreview.net/forum?id=aDjoksTpXOP	7	['7', '6', '6', '9']
75	Learning to Reach Goals via Iterated Supervised Learning	https://openreview.net/forum?id=rALA0Xo6yNJ	7	['8', '7', '6', '7']
76	BUSTLE: Bottom-up program Synthesis Through Learning-guided Exploration	https://openreview.net/forum?id=yHeg4PbFHh	7	['5', '9', '6', '8']
77	Linear Convergent Decentralized Optimization with Compression	https://openreview.net/forum?id=84gjULz1t5	7	['7', '7', '7']
78	Unsupervised Audiovisual Synthesis via Exemplar Autoencoders	https://openreview.net/forum?id=43VKWxg_Sqr	7	['6', '9', '6']
79	Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy	https://openreview.net/forum?id=pqZV_srUVmK	7	['8', '8', '7', '5']
80	How Benign is Benign Overfitting ?	https://openreview.net/forum?id=g-wu9TMPODo	7	['6', '7', '7', '8']
81	DDPNOpt: Differential Dynamic Programming Neural Optimizer	https://openreview.net/forum?id=6s7ME_X5_Un	7	['7', '7', '8', '6']
82	Calibration of Neural Networks using Splines	https://openreview.net/forum?id=eQe8DEWNN2W	7	['7', '8', '5', '8']
83	Unbiased Teacher for Semi-Supervised Object Detection	https://openreview.net/forum?id=MJIve1zgR_	7	['7', '9', '6', '6']
84	Grounded Language Learning Fast and Slow	https://openreview.net/forum?id=wpSWuz_hyqA	7	['6', '8', '6', '8']
85	Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation	https://openreview.net/forum?id=KpfasTaLUpq	7	['7', '5', '7', '9']
86	VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models	https://openreview.net/forum?id=5m3SEczOV8L	7	['8', '6', '7', '7']
87	Graph-Based Continual Learning	https://openreview.net/forum?id=HHSEKOnPvaO	7	['8', '7', '7', '6']
88	Contrastive Divergence Learning is a Time Reversal Adversarial Game	https://openreview.net/forum?id=MLSvqIHRidA	7	['6', '7', '7', '8']
89	Long-tail learning via logit adjustment	https://openreview.net/forum?id=37nvvqkCo5	7	['5', '7', '8', '8']
90	Mutual Information State Intrinsic Control	https://openreview.net/forum?id=OthEq8I5v1	7	['8', '7', '7', '6']
91	UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers	https://openreview.net/forum?id=v9c7hr9ADKx	7	['7', '9', '5']
92	Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding	https://openreview.net/forum?id=EbIDjBynYJ8	7	['7', '8', '7', '6']
93	Do 2D GANs know 3D shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs	https://openreview.net/forum?id=FGqiDsBUKL0	7	['8', '6', '7']
94	Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy	https://openreview.net/forum?id=Rhsu5qD36cL	7	['7', '9', '6', '7', '6']
95	Graph Convolution with Low-rank Learnable Local Filters	https://openreview.net/forum?id=9OHFhefeB86	7	['7', '7', '6', '8']
96	Stabilized Medical Attacks	https://openreview.net/forum?id=QfTXQiGYudJ	7	['8', '6', '7']
97	Regularized Inverse Reinforcement Learning	https://openreview.net/forum?id=HgLO8yalfwc	6.8	['6', '6', '7', '8', '7']
98	FastSpeech 2: Fast and High-Quality End-to-End Text to Speech	https://openreview.net/forum?id=piLPYqxtWuA	6.8	['7', '7', '8', '7', '5']
99	Large Scale Image Completion via Co-Modulated Generative Adversarial Networks	https://openreview.net/forum?id=sSjqmfsk95O	6.8	['7', '8', '5', '8', '6']
100	Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors	https://openreview.net/forum?id=9EsrXMzlFQY	6.75	['7', '6', '6', '8']