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List of works by Pushmeet Kohli

A Unified View of Piecewise Linear Neural Network Verification ⬇️

Accurate proteome-wide missense variant effect prediction with AlphaMissense

scientific article published on 19 September 2023

Adaptive Neural Compilation ⬇️

scientific article published in January 2016

Adversarial Robustness through Local Linearization ⬇️

Are Labels Required for Improving Adversarial Robustness? ⬇️

Associative Hierarchical Random Fields.

scientific article published on June 2014

Batched Gaussian Process Bandit Optimization via Determinantal Point Processes ⬇️

scientific article published in January 2016

Competition-level code generation with AlphaCode

scientific article published on 9 December 2022

Context-Sensitive Decision Forests for Object Detection ⬇️

scientific article published in January 2012

Decision Jungles: Compact and Rich Models for Classification ⬇️

scientific article published in January 2013

Deep Convolutional Inverse Graphics Network ⬇️

scholarly article by Tejas D. Kulkarni et al published 2015 in Advances in Neural Information Processing Systems 28

Discovering faster matrix multiplication algorithms with reinforcement learning

scientific article published on 5 October 2022

Dynamic graph cuts for efficient inference in Markov Random Fields

scientific article published in December 2007

Dynamic hybrid algorithms for MAP inference in discrete MRFs.

scientific article

Effective gene expression prediction from sequence by integrating long-range interactions

scientific article published on 04 October 2021

Efficient Energy Minimization for Enforcing Label Statistics

scientific article

Efficient Non-greedy Optimization of Decision Trees ⬇️

Efficient human pose estimation from single depth images

scientific article published in December 2013

Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming ⬇️

scientific article published in November 2020

Higher-Order Correlation Clustering for Image Segmentation ⬇️

scientific article published in January 2011

Highly accurate protein structure prediction for the human proteome

Highly accurate protein structure prediction with AlphaFold

scientific article

Image Segmentation Using Higher-Order Correlation Clustering

scientific article published on September 2014

Improved protein structure prediction using potentials from deep learning

scientific article published on 15 January 2020

Just-In-Time Learning for Fast and Flexible Inference ⬇️

scientific article published in January 2014

Key Developments in Human Pose Estimation for Kinect

scholarly article published in 2013

Learning Continuous Semantic Representations of Symbolic Expressions ⬇️

scientific article published on 4 November 2016

Learning Disentangled Representations with Semi-Supervised Deep Generative Models ⬇️

scientific article published in January 2017

Learning Transferable Graph Exploration ⬇️

Learning high-accuracy error decoding for quantum processors

scientific article published on 20 November 2024

Learning to See Physics via Visual De-animation ⬇️

scientific article published in January 2017

Local Rules for Global MAP: When Do They Work ? ⬇️

scientific article published in January 2009

Magnetic control of tokamak plasmas through deep reinforcement learning

scientific article

Minimizing dynamic and higher order energy functions using graph cuts

doctoral thesis

MobileFusion: real-time volumetric surface reconstruction and dense tracking on mobile phones

scientific article published in November 2015

Motion Segmentation of Truncated Signed Distance Function Based Volumetric Surfaces

Multi-output Learning for Camera Relocalization

Multiple Choice Learning: Learning to Produce Multiple Structured Outputs ⬇️

scientific article published in January 2012

Neural Program Meta-Induction ⬇️

scientific article published in January 2017

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding ⬇️

Opening the Black Box: Hierarchical Sampling Optimization for Hand Pose Estimation

scientific article published on 15 June 2018

P3 & beyond: move making algorithms for solving higher order functions

scientific article published in September 2009

PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions ⬇️

scientific article published in January 2016

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

scientific article published on 01 December 2019

Relating Things and Stuff via ObjectProperty Interactions

scientific article published on July 2014

Relational inductive biases, deep learning, and graph networks ⬇️

article

Scalable watermarking for identifying large language model outputs

scientific article published on 23 October 2024

Scientific discovery in the age of artificial intelligence

scientific article published on 2 August 2023

Task-Specific Image Partitioning ⬇️

scientific article published on September 19, 2012

The Autoencoding Variational Autoencoder ⬇️

scientific article published in November 2020

Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems

scientific article published in 2016

Training Generative Adversarial Networks by Solving Ordinary Differential Equations ⬇️

scientific article published in November 2020

TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods

article by Ben Glocker et al published 2010 in Lecture Notes in Computer Science

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