ICLR 2022 Statistics
Github
# (54) Title R1 R2 ΔR Ratings 👍
1 Bootstrapped Meta-Learning8.009.001.00
8, 8, 8, 8
8, 10, 8, 10
Oral
2 Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space7.008.671.67
10, 6, 5
10, 8, 8
Oral
3 A Fine-Grained Analysis on Distribution Shift6.678.672.00
6, 8, 6
8, 10, 8
Oral
4 Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme7.678.671.00
10, 8, 5
10, 8, 8
Oral
5 Expressiveness and Approximation Properties of Graph Neural Networks7.008.501.50
6, 6, 8, 8
8, 8, 8, 10
Oral
6 DISCOVERING AND EXPLAINING THE REPRESENTATION BOTTLENECK OF DNNS7.258.501.25
8, 5, 8, 8
8, 8, 10, 8
Oral
7 Understanding over-squashing and bottlenecks on graphs via curvature7.008.501.50
8, 8, 6, 6
8, 10, 8, 8
Oral
8 Neural Structured Prediction for Inductive Node Classification7.258.501.25
6, 10, 5, 8
8, 10, 8, 8
Oral
9 Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics6.258.001.75
6, 6, 5, 8
8, 8, 8, 8
Oral
10 Comparing Distributions by Measuring Differences that Affect Decision Making8.008.000.00
8, 8, 8
8, 8, 8
Oral
11 Data-Efficient Graph Grammar Learning for Molecular Generation7.508.000.50
8, 6, 8, 8
8, 8, 8, 8
Oral
12 Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization7.338.000.67
8, 8, 6
8, 8, 8
Oral
13 Efficiently Modeling Long Sequences with Structured State Spaces8.008.000.00
8, 8, 8
8, 8, 8
Oral
14 Hyperparameter Tuning with Renyi Differential Privacy7.008.001.00
8, 6, 6, 8
10, 8, 6, 8
Oral
15 MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling8.008.000.00
8, 8, 8
8, 8, 8
Oral
16 Unsupervised Vision-Language Grammar Induction with Shared Structure Modeling7.008.001.00
8, 8, 5
8, 8, 8
Oral
17 Vision-Based Manipulators Need to Also See from Their Hands7.338.000.67
8, 6, 8
8, 8, 8
Oral
18 Meta-Learning with Fewer Tasks through Task Interpolation7.008.001.00
6, 8, 8, 5, 8
8, 8, 8, 8, 8
Oral
19 Finetuned Language Models are Zero-Shot Learners8.008.000.00
8, 8, 8, 8
8, 8, 8, 8
Oral
20 iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data7.338.000.67
6, 8, 8
8, 8, 8
Oral
21 Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design6.758.001.25
6, 8, 5, 8
8, 8, 8, 8
Oral
22 Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks6.008.002.00
6, 6, 6
8, 8, 8
Oral
23 Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond8.008.000.00
8, 8, 8
8, 8, 8
Oral
24 Frame Averaging for Invariant and Equivariant Network Design6.008.002.00
5, 5, 8
8, 8, 8, 8
Oral
25 Contrastive Label Disambiguation for Partial Label Learning8.008.000.00
8, 8, 8
8, 8, 8
Oral
26 RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation8.008.000.00
8, 8, 8
8, 8, 8
Oral
27 The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions8.008.000.00
8, 8, 8, 8
8, 8, 8, 8
Oral
28 Real-Time Neural Voice Camouflage6.008.002.00
5, 5, 8
8, 8, 8
Oral
29 Natural Language Descriptions of Deep Features8.008.000.00
8, 8, 8
8, 8, 8
Oral
30 Rethinking the Representational Continuity: Towards Unsupervised Continual Learning6.758.001.25
5, 8, 6, 8
8, 8, 8, 8
Oral
31 Language modeling via stochastic processes7.008.001.00
6, 6, 8, 8
8, 8, 8, 8
Oral
32 Fine-Tuning Distorts Pretrained Features and Underperforms Out-of-Distribution6.258.001.75
5, 6, 6, 8
8, 8, 8, 8
Oral
33 The Information Geometry of Unsupervised Reinforcement Learning7.008.001.00
8, 8, 5
8, 8, 8
Oral
34 Poisoning and Backdooring Contrastive Learning6.758.001.25
8, 6, 8, 5
8, 8, 8, 8
Oral
35 Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models7.608.000.40
8, 6, 8, 8, 8
8, 8, 8, 8, 8
Oral
36 BEiT: BERT Pre-Training of Image Transformers7.508.000.50
6, 8, 8, 8
8, 8, 8, 8
Oral
37 A New Perspective on 'How Graph Neural Networks Go Beyond Weisfeiler-Lehman?'8.008.000.00
8, 8, 8, 8
8, 8, 8, 8
Oral
38 Extending the WILDS Benchmark for Unsupervised Adaptation7.007.500.50
8, 6, 6, 8
8, 8, 6, 8
Oral
39 Large Language Models Can Be Strong Differentially Private Learners6.507.501.00
5, 5, 8, 8
8, 6, 8, 8
Oral
40 CycleMLP: A MLP-like Architecture for Dense Prediction6.757.500.75
8, 5, 8, 6
8, 6, 8, 8
Oral
41 Coordination Among Neural Modules Through a Shared Global Workspace7.507.500.00
10, 8, 6, 6
10, 8, 6, 6
Oral
42 Weighted Training for Cross-Task Learning7.507.500.00
8, 6, 8, 8
8, 6, 8, 8
Oral
43 StyleAlign: Analysis and Applications of Aligned StyleGAN Models7.507.500.00
8, 6, 8, 8
8, 6, 8, 8
Oral
44 Sparse Communication via Mixed Distributions7.257.500.25
5, 8, 8, 8
6, 8, 8, 8
Oral
45 Domino: Discovering Systematic Errors with Cross-Modal Embeddings5.677.331.67
5, 6, 6
6, 8, 8
Oral
46 GeoDiff: A Geometric Diffusion Model for Molecular Conformation Generation6.677.330.67
8, 6, 6
8, 8, 6
Oral
47 Open-Set Recognition: A Good Closed-Set Classifier is All You Need6.677.330.67
8, 6, 6
8, 6, 8
Oral
48 ProtoRes: Proto-Residual Network for Pose Authoring via Learned Inverse Kinematics6.677.330.67
6, 8, 6
6, 8, 8
Oral
49 Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting6.007.001.00
6, 5, 5, 8
8, 6, 6, 8
Oral
50 Resolving Training Biases via Influence-based Data Relabeling5.757.001.25
3, 6, 8, 6
6, 6, 8, 8
Oral
51 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path6.007.001.00
8, 5, 6, 5
8, 8, 6, 6
Oral
52 F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization6.256.500.25
5, 5, 5, 10
6, 5, 5, 10
Oral
53 Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion6.256.250.00
6, 6, 8, 5
6, 6, 8, 5
Oral
54 Einops: Clear and Reliable Tensor Manipulations with Einstein-like Notation5.005.000.00
3, 6, 3, 8
3, 6, 3, 8
Oral