Zico Kolter

16

Papers

121

Total Citations

Papers (16)

Scaling Laws for Data Filtering— Data Curation cannot be Compute Agnostic

Understanding Optimization in Deep Learning with Central Flows

Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression

DART: Implicit Doppler Tomography for Radar Novel View Synthesis

From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers

Contextures: Representations from Contexts

Single Image Backdoor Inversion via Robust Smoothed Classifiers

Defending Multimodal Fusion Models Against Single-Source Adversaries

Finetune Like You Pretrain: Improved Finetuning of Zero-Shot Vision Models

Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation

Epigraph projections for fast general convex programming

Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope

Certified Adversarial Robustness via Randomized Smoothing

Adversarial camera stickers: A physical camera-based attack on deep learning systems

SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver

Wasserstein Adversarial Examples via Projected Sinkhorn Iterations