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2018 02 28 saving samples in external memory during training with context based lookup 2018 02 24 deepmind machine theory of mind 2018 02 23 bair diversity is all you need learning skills without a reward function 2018 02 22 why artificial intelligence like alphazero has trouble with the real world 2018 02 21 using trusted data to train deep networks on labels corrupted by severe noise 2018 02 21 model compression via distillation and quantization 2018 02 21 inverting the generator of a generative adversarial network ii 2018 02 21 generating plans that predict themselves 2018 02 17 ulca deep learning workshop 2018 02 17 neural relational inference for interacting systems 2018 02 15 efficient neural architecture search via parameter sharing 2018 02 13 visual data augmentation through learning 2018 02 13 the matrix calculus you need for deep learning 2018 02 13 regularized evolution for image classifier architecture search 2018 02 13 neural algebra of classifiers 2018 02 13 bayesian coreset construction via greedy iterative geodesic ascent 2018 02 04 dicarlo to advance artificial intelligence reverse engineer the brain 2018 01 30 prnn recurrent neural network with persistent memory 2018 01 30 learning to prune filters in convolutional neural networks 2018 01 30 deepmind learning explanatory rules from noisy data 2018 01 24 meta learning with adaptive layerwise metric and subspace 2018 01 24 in network neural networks 2018 01 24 an overview of machine teaching 2018 01 12 tactile sensenet 3d objects database and tactile simulator 2018 01 12 less is more culling the training set to improve robustness of deep neural networks 2018 01 12 generating neural networks with neural networks 2018 01 12 data augmentation by pairing samples for images classification 2018 01 12 compressing deep neural networks a new hashing pipeline using kac s random walk matrices 2018 01 06 theory of deep learning iii explaining the non overfitting puzzle 2018 01 06 scancomplete large scale scene completion and semantic segmentation for 3d scans 2018 01 06 karpathy software 2 0 2018 01 05 screenernet learning self paced curriculum for deep neural networks 2018 01 04 stanley evolution improving exploration in evolution strategies for deep reinforcement learning via a population of novelty seeking agents 2018 01 03 visualizing the loss landscape of neural nets 2018 01 03 gary marcus deep learning a critical appraisal 2018 01 03 brooks rodney brooks predictions on ai 2018 01 01 intrinsic choe disentangling the independently controllable factors of variation by interacting with the world 2017 2017 12 31 ray rllib a composable and scalable reinforcement learning library 2017 12 26 unifying map and landmark based representations for visual navigation 2017 12 23 model agnostic meta learning for fast adaptation of deep networks 2017 12 23 learning sight from sound ambient sound provides supervision for visual learning 2017 12 22 im2flow motion hallucination from static images for action recognition 2017 12 22 grounding generalized grounding graphs a probabilistic framework for understanding grounded commands 2017 12 22 ai2 thor an interactive 3d environment for visual ai 2017 12 21 high performance ultra low precision convolutions on mobile devices 2017 12 21 fearnet brain inspired model for incremental learning 2017 12 21 experiential distributional and dependency based word embeddings have complementary roles in decoding brain activity 2017 12 21 deep neuroevolution genetic algorithms are a competitive alternative for training deep neural networks for reinforcement learning 2017 12 21 cnn karpathy s visualization of cnn representations 2017 12 21 a berkeley view of systems challenges for ai 2017 12 20 neural map structured memory for deep reinforcement learning 2017 12 20 minos multimodal indoor simulator for navigation in complex environments 2017 12 20 learning by asking questions 2017 12 20 gan generalizing gan a turing perspective 2017 12 20 data distillation towards omni supervised learning 2017 07 18 bair maml model agnostic meta learning 2017 04 25 lab seminar cassie bub analysis of time delayed neural networks in ball catching task 2017 04 18 lab seminar nowak lee choe knife edge scanning microscopy towards full scale analysis of the cerebrovasculature system of the whole mouse brain 2017 04 04 lab seminar understanding and self organization 2017 03 21 lab seminar evolution evolving deep neural networks 2017 03 07 lab seminar rnn lecun tracking the world state with recurrent entity networks 2017 02 28 lab seminar reams choe tool emergence of tool construction in an articulated limb controlled by evolved neural circuits 2017 02 14 lab seminar edge org annual questions 2016 2016 12 01 lab seminar essay by christoph von der malsburg ai tinned human thought 2016 11 10 lab seminar nguyen choe explanation of the perceptual oblique effect based on the fidelity of oculomotor control during saccades 2016 10 27 lab seminar toward an integration of deep learning and neuroscience 2016 10 20 lab seminar graves memory hybrid computing using a neural network with dynamic external memory 2016 10 13 lab seminar intrinsic hierarchical deep reinforcement learning integrating temporal abstraction and intrinsic motivation 2016 10 06 lab seminar machine learning needs rich feedback for ai teaching monash professor 2016 09 22 lab seminar cognitive offloading does not prevent but rather promotes cognitive development 2016 09 08 lab seminar mirrors and feelings have you seen the actors outside 2016 05 06 lab seminar freeman a neurobiological interpretation of semiotics meaning representation and information 2016 04 22 lab seminar clune deep neural networks are easily fooled high confidence predictions for unrecognizable images 2016 04 15 lab seminar stigmergy stigmergy as a universal coordination mechanism ii varieties and evolution 2016 04 01 lab seminar nowak choe knife edge scanning microscopy for in silico study of cerebral blood flow from biological imaging data to flow simulations 2016 03 25 lab seminar when machines think and feel 2016 02 19 lab seminar the minority report some common assumptions to reconsider in the modeling of the brain and behavior 2016 02 12 lab seminar the ieee cis cds newsletter dialog section on representational redescription 2016 02 05 lab seminar iit consciousness the problem with phi a critique of integrated information theory 2016 01 29 lab seminar edge org annaul questions 2015 2015 12 02 lab seminar ieee cis newsletter on autonomous mental development 2015 11 18 lab seminar beer connecting a connectome to behavior an ensemble of neuroanatomical models of c elegans klinotaxis 2015 11 11 lab seminar topological basis for the robust distribution of blood to rodent neocortex 2015 10 14 lab seminar the future of the brain essays by the world s leading neuroscientsts 2015 10 07 lab seminar stanley improving evolvability through novelty search and self adaptation 2015 09 30 lab seminar on simplicity and complexity in the brave new world of large scale neuroscience 2015 09 23 lab seminar consciousness block consciousness big science and conceptual clarity 2015 09 09 lab seminar computational rationality a converging paradigm for intelligence in brains minds and machines 2015 04 22 lab seminar parulkar choe autonomous grounding of the optical flow detectors in a simulated visuomotor system of the fly 2015 04 08 lab seminar the mouse that roared neural mechanisms of social hierarchy 2015 04 01 lab seminar bmi the brain computer interface cycle 2015 03 25 lab seminar self taught learning transfer learning from unlabeled data 2015 03 11 lab seminar deep neural networks for acoustic modeling in speech recognition the shared views of four research groups 2015 03 04 lab seminar rl human level control through deep reinforcement learning 2015 02 25 lab seminar self body interoceptive inference emotion and the embodied self 2015 02 18 lab seminar machines that learn to segment images a crucial technology for connectomics 2015 02 11 lab seminar exploration versus exploitation in space mind and society 2015 02 04 lab seminar rl reinforcement learning computational theory and biological mechanisms 2015 01 21 lab seminar edge org 2015 question center 2014 2014 12 03 lab seminar vectorization of optically sectioned brain microvasculature learning aids completion of vascular graphs by connecting gaps and deleting open ended segments 2014 11 05 lab seminar place cells grid cells and the brain s spatial representation system 2014 10 22 lab seminar rl an automated measure of mdp similarity for transfer in reinforcement learning 2014 10 08 lab seminar brain machine interfaces past present and future 2014 09 24 lab seminar cortical control of arm movements a dynamical systems perspective 2014 09 17 lab seminar li choe yoo tool emergence of tool use in an articulated limb controlled by evolved neural circuits 2014 09 10 lab seminar consicousness a mechanistic theory of consciousness 2014 09 03 lab seminar koch hacking the soul 2014 04 04 lab seminar edge org world question center 2014 03 28 lab seminar sporns complex brain networks graph theoretical analysis of structural and functional systems 2014 03 21 lab seminar the neuron classification problem 2014 02 28 lab seminar choe brain connectivity mapping ijcnn tutorial 2013 2014 02 14 lab seminar action developmental perception of the self and action 2014 02 07 lab seminar rl reinforcement learning transfer using a sparse coded inter task mapping 2014 01 31 lab seminar evaluation of 14 nonlinear deformation algorithms applied to human brain mri registration 2013 2013 10 18 lab seminar the brain s connective core and its role in animal cognition 2013 10 11 lab seminar dicarlo untangling invariant object recognition 2013 10 04 lab seminar schmidhuber first experiments with powerplay 2013 09 27 lab seminar causality causal entropic forces 2013 09 20 lab seminar consciousness the inevitable contrast conscious versus unconscious processes in action control 2013 09 13 lab seminar consciousness how to make a robot that is conscious and feels 2013 09 06 lab seminar representing task context proposals based on a connectionist model of action 2013 04 03 lab seminar time time and brain neurorelativity the chronoarchitecture of the brain from the neuronal rather than the observer s perspective 2013 03 20 lab seminar yoo choi choe motor map development 2013 03 06 lab seminar differential retinal origins of separate anatomical channels for pattern and motion vision in rabbit 2013 02 06 lab seminar how to think like leonardo da vinci 2013 01 30 lab seminar dan pink on motivation ted talk 2013 01 23 lab seminar emotions from brain to robot 2012 2012 04 25 lab seminar what is the computational goal of the neocortex 2012 04 11 lab seminar critique of pure vision 2012 04 04 lab seminar data sharing in neuroimaging research 2012 03 28 lab seminar evolution evolving reusable neural modules 2012 03 21 lab seminar pattern recognitionin bees 2012 02 29 lab seminar sarma choe salience in orientation filter response measured as suspicious coincidence in natural images 2012 02 15 lab seminar fast and accurate retinal vasculature tracing and kernel isomap based feature selection 2012 02 08 lab seminar fast cell detection in high throughput imagery using gpu accelerated machine learning 2012 02 01 lab seminar an environment model for nonstationary reinforcement learning 2012 01 18 lab seminar edge org question center 2012 what is your favorite deep elegant or beautiful explanation 2011 2011 11 08 lab seminar genlab 2011 09 20 lab seminar evolution evolution of the brain and intelligence 2011 09 13 lab seminar cortical substrates for exploratory decisions in humans 2011 03 29 lab seminar fast delineation and visualization of vessels in 3 d angiographic images 2011 02 01 lab seminar exploitation vs exploration 2011 01 25 lab seminar pavlov s ai what did it mean 2010 2010 11 30 lab seminar rl reinforcement learning in finite mdps pac analysis 2010 11 09 lab seminar yang choe interactive editing tools for em image analysis 2010 10 19 lab seminar a novel tracing algorithm for high throughput imaging screening of neuron based assays 2010 10 05 lab seminar waxholm space 2010 09 28 lab seminar on vergence control model 2010 09 21 lab seminar ecological expected utility and the mythical neural code 2010 05 13 lab seminar singularity and slow convergence of the em algorithm for gaussian mixtures 2010 04 08 lab seminar from bottom up visual attendion to robot action learning 2010 02 25 lab seminar multiagent learning 2010 02 04 lab seminar mann choe prenatal vs postnatal developoment 2010 01 21 lab seminar choi choe manifold integration with markov random walk 2009 2009 04 15 lab seminar an energy minimization approach to the data driven editing of presegmented images volumes 2009 03 25 lab seminar predicting student performance 2009 03 04 lab seminar han choe fast and accurate retinal vasculature tracing and kernel isomap based feature selection 2009 02 18 lab seminar park choe tactile or visual stimulus characteristics determine receptive field type in a self organizing map model of cortical development 2009 02 04 lab seminar kuipers towards the application of reinforcement learning to undirected developmental learning 2008 2008 09 24 lab seminar natural image statistics and efficient coding 2008 09 17 lab seminar stereo pseudo 3d rendering for web based display of scientific volumetric data 2008 09 10 lab seminar modular neuroevolution for multilegged locomotion 2008 03 25 lab seminar tactile tactile dominance in speeded discrimination of textures 2008 03 18 lab seminar choe kwon internal state predictability as an evolutionary precursor of self awareness and agency 2008 02 26 lab seminar haptics geometrical haptic illusions the role of exploration in the muller lyer vertical horizontal and delboeuf illusions 2008 02 19 lab seminar decision making impulsivity and time perception 2008 02 05 lab seminar stochastic models estimation and control 2008 01 29 lab seminar robot semantics natural semantics for a mobile robot 2008 01 22 lab seminar oliva natural scene categorization from conjunctions of ecological global properties 2008 01 15 lab seminar mathematical representation of the vascular structure and applications 2007 2007 10 23 lab seminar simultaneous truth and performance level estimation staple an algorithm for the validation of image segmentation 2007 10 16 lab seminar evolution towards an empirical measure of evolvability 2007 10 09 lab seminar motor kuniyoshi early motor development from partially ordered neural body dynamics experiments with a cortico spinal musculo skeletal model 2007 10 02 lab seminar mikula internet enabled high resolution brain mapping and virtual microscopy 2007 09 25 lab seminar bbs evolution archaeology and cognitive evolution 2007 09 18 lab seminar dicarlo spatial and temporal structure of receptive fields in p...
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