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Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Real-Time Neural Voice Camouflage
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Efficiently Modeling Long Sequences with Structured State Spaces
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Modular Lifelong Reinforcement Learning via Neural Composition
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Contextualized Scene Imagination for Generative Commonsense Reasoning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
How Much Can CLIP Benefit Vision-and-Language Tasks?
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
$\mathrm{SO}(2)$-Equivariant Reinforcement Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
On Predicting Generalization using GANs
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
The Spectral Bias of Polynomial Neural Networks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Fast topological clustering with Wasserstein distance
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Revisiting Design Choices in Offline Model Based Reinforcement Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
An Experimental Design Perspective on Model-Based Reinforcement Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Distributional Reinforcement Learning with Monotonic Splines
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Anisotropic Random Feature Regression in High Dimensions
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Chunked Autoregressive GAN for Conditional Waveform Synthesis
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Learning to Guide and to be Guided in the Architect-Builder Problem
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Spherical Message Passing for 3D Molecular Graphs
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Eliminating Sharp Minima from SGD with Truncated Heavy-tailed Noise
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Incremental False Negative Detection for Contrastive Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Understanding Intrinsic Robustness Using Label Uncertainty
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Environment Predictive Coding for Visual Navigation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Vision-Based Manipulators Need to Also See from Their Hands
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
W-CTC: a Connectionist Temporal Classification Loss with Wild Cards
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
DictFormer: Tiny Transformer with Shared Dictionary
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Fast Model Editing at Scale
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
DEGREE: Decomposition Based Explanation for Graph Neural Networks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Illiterate DALL-E Learns to Compose
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Continual Learning with Filter Atom Swapping
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Mapping Language Models to Grounded Conceptual Spaces
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Neural Relational Inference with Node-Specific Information
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Coordination Among Neural Modules Through a Shared Global Workspace
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Exploring the Limits of Large Scale Pre-training
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Adversarial Support Alignment
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Stochastic Training is Not Necessary for Generalization
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Igeood: An Information Geometry Approach to Out-of-Distribution Detection
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
RegionViT: Regional-to-Local Attention for Vision Transformers
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Towards Empirical Sandwich Bounds on the Rate-Distortion Function
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Efficient Self-supervised Vision Transformers for Representation Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
PAC Prediction Sets Under Covariate Shift
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
It Takes Four to Tango: Multiagent Self Play for Automatic Curriculum Generation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Information-theoretic Online Memory Selection for Continual Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Continuous-Time Meta-Learning with Forward Mode Differentiation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space.
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Network Augmentation for Tiny Deep Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Visual Correspondence Hallucination
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Learning Transferable Reward for Query Object Localization with Policy Adaptation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
A Generalized Weighted Optimization Method for Computational Learning and Inversion
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
What Makes Better Augmentation Strategies? Augment Difficult but Not too Different
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Quadtree Attention for Vision Transformers
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Noisy Feature Mixup
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Scalable Sampling for Nonsymmetric Determinantal Point Processes
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Deep AutoAugment
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Auto-Transfer: Learning to Route Transferable Representations
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Hierarchical Few-Shot Imitation with Skill Transition Models
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
FairCal: Fairness Calibration for Face Verification
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Optimizer Amalgamation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Fast AdvProp
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Graph Condensation for Graph Neural Networks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Language-driven Semantic Segmentation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Sound and Complete Neural Network Repair with Minimality and Locality Guarantees
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Chemical-Reaction-Aware Molecule Representation Learning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Effect of scale on catastrophic forgetting in neural networks
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Privacy Implications of Shuffling
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
How to deal with missing data in supervised deep learning?
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Controlling Directions Orthogonal to a Classifier
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Fair Normalizing Flows
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Sqrt(d) Dimension Dependence of Langevin Monte Carlo
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning by Directional Gradient Descent
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Actor-critic is implicitly biased towards high entropy optimal policies
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Hyperparameter Tuning with Renyi Differential Privacy
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Relating transformers to models and neural representations of the hippocampal formation
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
EigenGame Unloaded: When playing games is better than optimizing
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Gradient Importance Learning for Incomplete Observations
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Should I Run Offline Reinforcement Learning or Behavioral Cloning?
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Critical Points in Quantum Generative Models
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Salient ImageNet: How to discover spurious features in Deep Learning?
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Offline Reinforcement Learning with Implicit Q-Learning