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self supervised learning and world models talk 2021 06 14 iclr geometric deep learning 2021 06 03 grounding choe grounding natural language meaning based on physical interaction with the world yejin choi lab 2021 06 02 nsf choe workshop on analyzing neural circuits 2021 06 02 evolution neuroevolution workshop 2021 05 29 deep physical neural networks 2021 05 27 fast and slow learning of recurrent independent mechanisms 2021 05 24 prediction choe fly brain constantly predicts change in the environment 2021 05 20 body choe third thumb human augmentation and plasticity of the brain 2021 05 18 cnn cnn vs transformers which is more like human vision 2021 05 16 train keras model with genetic algorithms 2021 05 15 octopus film my octopus teacher 2021 05 12 tutorial bert explained in sketches 2021 05 10 network dissection semantic meaning of cnn gan units 2021 05 10 neat choe how single cell organisms can reach its life s goal with such simple machinary 2021 05 09 embodied curious representation learning for embodied intelligence 2021 05 08 icml barlow twins self supervised method to train joint embedded architectures 2021 04 30 lab seminar online virtual training in soft actor critic for autonomous driving 2021 04 27 why ai is harder than we think by melanie mitchell 2021 04 26 pieter abbeel interview reinforcement learning for industrial ai 2021 04 25 precog prediction conditioned on goals in visual multi agent settings 2021 04 23 lab seminar curiosity driven exploration by self supervised prediction 2021 04 21 stanley choe open endedness in ai ken stanley 2021 04 19 the brain rotates memories to save them from new sensations mouse study catastrophic forgetting 2021 04 19 cnn use shallow network to triage samples that lead to shallow features 2021 04 16 lab seminar we ll never have true ai without first understanding the brain 2021 04 11 cpu algorithms faster than on gpu rice university 2021 04 10 neuralink monkey plays mindpong via brain machine interface 2021 04 09 waymo ceo steps down 2021 04 09 convert transformers to rnn to reduce size 2021 04 09 lab seminar rainbow memory continual learning with a memory of diverse samples 2021 04 07 rl stored embedding for more efficient reinforcement learning 2021 04 03 the aftermath of element ai s sell off to a us company 2021 04 02 continual learning paper rainbow memory 2021 03 31 why ai cannot make themselves smarter 2021 03 29 more interesting work on transformers 2021 03 24 motor interesing neuroscience research on motor system and machine learning 2021 03 24 lab seminar using eye gaze to enhance generalization of imitation networks to unseen environments 2021 03 21 attention is not all you need huge inductive biases in self attention based models 2021 03 17 reward prediction and decoding the decision making process in the brain 2021 03 16 rl crash course on reinforcement learning 2021 03 12 lab seminar attention is all you need 2021 03 11 pretrained transformers as universal computation engines 2021 03 05 lab seminar transformer is all you need multimodal multitask learning with a unified transformer 2021 03 04 lecun yann lecun on self supervised learning for vision 2021 03 04 hawkins choe jeff hawkins new book on the brain a thousand brains 2021 03 03 consiousness choe consciousness prior bengio group 2021 03 03 stanley open ended ai by ken stanley 2021 02 27 minecraft environment for open ended ai 2021 02 26 transformers are all you need 2021 02 26 stanley openai rl reinforcement learning in games 2021 02 26 lab seminar if deep learning is the answer what is the question 2021 02 24 grounding choe grounding spatial topology and metric regularity through sensorimotor learning 2021 02 23 analyzing how bert encodes grammatical features 2021 02 23 googleai automated model search 2021 02 20 body choe importance of proprioception 2021 02 11 saxe choe andrew saxe on analyzing simple neural networks to understand neural networks better 2021 02 08 tool rl deep reinforcement learing for tool use 2021 02 07 cognition insect solitary bees can solve novel tasks 2021 02 07 body how bumble bees perceive the spatial layout of their surrounding relative to their body 2021 02 07 gan using gan to generate super mario brothers game levels 2021 02 05 evolution learning embodied intelligence 2021 02 04 causal entropic forces an intriguing paper from 2013 2021 02 01 liquid machine learning system adapts to changing conditions 2021 01 24 neurips ai designs lesson plans for itself 2021 01 19 symposium on explanation in neuroscience and ai 2021 01 19 importance of understanding behavior in neuroscience 2021 01 18 how mirroring up the architecture of the brain is speeding up ai learning 2021 01 16 prediction choe learning the predictability of the future 2021 01 13 90 top 1 accuracy in imagenet 2021 01 10 rl predictin the visual attention of drivers via rl 2021 01 09 ai and brain science symposium videos 2021 01 07 what neural networks playing video games teach us about our own brains 2021 01 05 openai dall e creating images from text 2021 01 05 neat deep neuroevolution better than deep nnet ken stanley 2021 01 03 kaist visual number sense in untrained deep neural net 2021 01 01 book intro to probabilistic machine learning 2020 2020 12 28 time hippocampus not only encodes space it ecodes time 2020 12 28 gary marcus choe insights for ai from the human mind 2020 12 26 evaluating agents without rewards 2020 12 25 choe ai debate 2 some interesting take aways 2020 12 25 self choe the information theory of individuality 2020 12 20 why we need to study behavior to understand the brain 2020 12 18 neurips faster more efficient alternatives to backprop 2020 12 17 samsung head researcher wants human ai interactions to be multimodal sebastian seung 2020 12 16 if deep learning is the answer what is the question 2020 12 16 accurate neural network computer vision without the black box 2020 12 11 rl deep rl architecture combines pre learned skills to create new sets of skills on the fly 2020 12 09 ai debate 2 2020 12 08 do wide and deep neural networks learn the same thing 2020 12 08 hbp choe a documentary on the 1 billion euro european brain project 2020 12 07 visualization of self attention 2020 12 05 cauaslity causal discovery in physical systems from videos 2020 12 04 grounding action concept grounding network for semantically consistent video generation 2020 12 01 ai that designs its own robots 2020 11 23 lab seminar high frequency component helps explain the generalization of cnn 2020 11 18 icml meta learning tutorial 2020 11 09 lab seminar neural circuit policies enabling auditable autonomy 2020 11 06 robot neurorobots as a means toward neuroethology and explainable ai 2020 11 02 lab seminar choe time brain and neural networks 2020 10 29 next generation of ai 2020 10 27 100 ai use cases 2020 10 22 biologically inspired neural networks for self driving card 2020 10 16 ai algorithm learning with practically no data 2020 10 06 state of ai report 2020 2020 10 05 lecun implicit rank minimizing auto encoder 2020 10 05 lab seminar towards practical hierarchical reinforcement learning for multi lane autonomous driving 2020 10 04 use of transformers in vision 2020 10 04 image augmentation is all you need 2020 09 30 slot attention based classifier for explainable image recognition 2020 09 28 lab seminar few shot learning with global class representations 2020 09 21 lab seminar towards universal representation learning for deep face recognition 2020 09 17 consciousness how to give ai consciousness 2020 09 16 buzsaki choe the brain from inside out by gyorgy buzsaki 2020 09 10 neural signal statistics and sensory gain control shared by chul sung 2020 09 09 philosophy oxford s free course on critical reasoning for beginners 2020 08 31 lab seminar li synthesizing light field from a single image with variable mpi and two network fusion 2020 08 29 neuralink brain chip presentation by elon musk 2020 08 25 neuralink neuralink brain implant chip 2020 08 22 philosophy choe philosopher ai gpt 3 awesome 2020 08 21 meaning lake choe word meaning in minds and machines 2020 08 19 choe math genealogy project 2020 08 14 using ears not just eyes improves robot perception 2020 08 05 metric learning reality check 2020 08 05 causality causal entropic forces a very interesting paper from 2013 2020 08 04 can this explain why deep learning works so well 2020 07 30 contrastive self supervised learning 2020 07 20 hack your sensors neosensory challenge 2020 07 20 faecbook unsupervised learning of visual features by contrasting cluster assignments 2020 07 16 object files and schemata factorizing declarative and procedural knowledge in dynamical systems 2020 07 16 choe thoughts on learning motor primitives 2020 07 15 learning to learn 2020 07 14 buzsaki mystery of the brain shared by qing wan 2020 07 11 cvpr workshop on continual learning 2020 07 08 prediction to make sense of the present brains may predict the future 2020 06 30 choe my lecture on the limitations of deep learning and how to overcome them 2020 06 24 prediction choe probing emergent semantics in predictive agents via question answering 2020 06 22 agi the agi conference 2020 2020 06 21 the unreasonable effectiveness of deep learning in ai 2020 06 11 deep learning state of the art 2020 mit 2020 06 08 lecun wisdom by yann lecun 2020 05 25 uber massive lay off at uber ai 2020 05 24 if deep learning is the answer what is the question 2020 05 24 bbc bumble bee plays soccer 2020 05 22 self supervised learning 2020 05 21 neighborhood component analysis 2020 05 21 distilled bert 2020 05 20 symbolic mathematics using deep learning 2020 05 08 choe my ph d student han wang graduated 2020 05 08 bbc an organutan using a saw to cut tree branches 2020 05 06 kording koene randal koene interviews konrad kording 2020 04 26 ikea furniture assembly environment 2020 04 25 open problems in artificial life 2020 04 22 robot robots with insect brains by barbara webb 2020 04 18 mind choe why your brain is not a computer 2020 04 17 facebook evolutionary optimization platform by facebook 2020 04 16 openai openai microscope visualization tool set shared by khuong nguyen 2020 04 15 wolfram stephen wolfram explains everything with his latest theory 2020 04 09 deepmind agent57 plays all 57 atari 2600 games dqn 2020 04 06 clune open ended reinforcement learning 2020 03 31 memory choe bayesian superorganism iii externalized memories facilitates 2020 03 30 evolutionary population curriculum 2020 03 25 choe arxiv sanity excellent resource for finding and organizing papers 2020 03 23 grounding a survey on symbol emergence 2020 03 21 autonomous driving company shuts down 2020 03 04 sejnowski choe the unreasonable effectiveness of deep learning in ai terry sejnowski 2020 03 04 choe my chapter in the inns 30th anniversary book 2020 03 03 training neural nets faster on cpus than gpus 2020 03 03 rl deep rl in the real world shared by khuong nguyen 2020 02 29 gestalt choe insight learning a paradigm to make deep learning better 2020 02 28 gradient free learning 2020 02 23 uber ai generative teaching network gtn 2020 02 19 deepmind new rl papers ht khuong nguyen 2020 02 16 gary marcus choe next decade in ai 2020 02 06 allen institute visual cortical neurons behave not like we thought 2020 01 29 facebook group mirror 2019 2019 12 31 old postings not from the facebook group 2019 10 08 editable neural networks 2019 10 04 training free artificial neural networks 2019 09 04 uber evograd lightweight library for gradient based evolution 2019 06 05 mit ibm neurosymbolic ai 2019 06 05 discovering neural wirings 2019 05 28 learning the depths of moving people by watching frozen people 2019 05 15 book possible minds twenty five ways of looking at ai 2019 05 02 newton newton s eye poke experiment 2019 04 25 specaugment a simple data augmentation method for automatic speech recognition 2019 04 23 morphnet fast simple resource constrained structure learning of deep networks 2019 04 12 sony neural network libraries by sony nabla 2019 04 10 hopfield unsupervised learning by competing hidden units 2019 04 10 classic a critique of pure vision by churchland ramachandran and sejnowski 2019 04 03 stanford weak supervision a new programming paradigm for machine learning 2019 04 01 how the brain links gestures perception and meaning 2019 03 06 gpipe efficient training of giant neural networks using pipeline parallelism 2019 03 06 embodiement embodied multimodal multitask learning 2019 03 06 autocurricula and the emergence of innovation from social interaction a manifesto for multi agent intelligence research 2019 03 04 how do mixture density rnns predict the future 2019 02 08 the evolved transformer 2019 02 01 robot self aware machines robot that can imagine itself 2019 01 08 oudeyer curiosity driven exploration of learned disentangled goal spaces 2019 01 07 slimmable neural networks 2019 01 07 reconciling modern machine learning and the bias variance trade off 2019 01 07 an empirical study of example forgetting during deep neural network learning 2018 2018 12 20 bbs building machines that learn and think like people 2018 12 05 speaker recognition from raw waveform with sincnet 2018 11 30 structured pruning of neural networks with budget aware regularization 2018 11 30 joint neural architecture search and quantization 2018 11 30 dataset distillation 2018 11 27 uber stanley go explore solves montezumas revenge 2018 11 26 sampling can be faster than optimization 2018 11 23 choe artificial intelligence in the age of neural networks and brain computing 2018 11 13 massively parallel hyperparameter tuning 2018 11 12 flops as a direct optimization objective for learning sparse neural networks 2018 11 08 you only search once single shot neural architecture search via direct sparse optimization 2018 11 08 kording towards learning to learn 2018 11 08 how deep is deep enough optimizing deep neural network architecture 2018 11 08 atomic an atlas of machine commonsense for if then reasoning 2018 11 01 openai reinforcement learning with prediction based rewards 2018 10 31 ibm fabric for deep learning ffdl 2018 10 29 olfaction choe on the nose sissel tolaas is a star in the world of smells 2018 10 26 curiosity honda teams up with mit and others to develop curious ai 2018 10 24 curiosity large scale study of curiosity driven learning 2018 10 22 adaptive nodes enrich nonlinear cooperative learning beyond traditional adaptation by links 2018 10 05 unsupervised learning via meta learning 2018 10 05 recurrent world models facilitate policy evolution 2018 09 28 resilient computing with reinforcement learning on a dynamical system case study in sorting 2018 09 28 google brain ai needs a little bit of robot ai 2018 09 27 the elephant in the room 2018 09 27 deepmind neuroscience inspired ai 2018 09 20 gan lab understanding complex deep generative models using interactive visual experimentation 2018 09 18 advancing ai by exploring the minds of children 2018 09 14 neura...
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