AI/ML Wiki

Reference

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Reference

논문 레퍼런스 허브. 원문 PDF → sources/ 요약 → wiki/ 상세 페이지.

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Papers (연도순)

#연도저자제목분야SourceWiki
11854BooleAn Investigation of the Laws of Thoughtfoundationssrcwiki
21936TuringOn Computable Numbersfoundationssrcwiki
31938ShannonSymbolic Analysis of Relay and Switching Circuitsfoundationssrcwiki
41943McCulloch, PittsA Logical Calculus of Nervous Activityfoundationssrcwiki
51945von NeumannFirst Draft of a Report on the EDVACfoundationssrcwiki
61948ShannonA Mathematical Theory of Communicationfoundationssrcwiki
71948WienerCybernetics: Or Control and Communication in the Animal and the Machinefoundationssrcwiki
81949ShannonCommunication in the Presence of Noisefoundationssrcwiki
91949HebbThe Organization of Behaviorneurosciencesrcwiki
101950TuringComputing Machinery and Intelligencefoundationssrcwiki
111951ShannonPrediction and Entropy of Printed Englishfoundationssrcwiki
121953WittgensteinPhilosophical Investigationsfoundationssrcwiki
131955McCarthy et al.A Proposal for the Dartmouth Summer Research Projectfoundationssrcwiki
141957BellmanDynamic Programmingreinforcement-learningsrcwiki
151958RosenblattThe Perceptronfoundationssrcwiki
161958McCarthyPrograms with Common Sensefoundationssrcwiki
171958SimondonDu mode d’existence des objets techniquesfoundationssrcwiki
181965RobinsonA Machine-Oriented Logic (Resolution Principle)foundationssrcwiki
191966von NeumannTheory of Self-Reproducing Automataartificial-lifesrcwiki
201969Minsky, PapertPerceptronsfoundationssrcwiki
211969McCarthy, HayesSome Philosophical Problems from the Standpoint of AIfoundationssrcwiki
221972BatesonSteps to an Ecology of Mindfoundationssrcwiki
231974MinskyA Framework for Representing Knowledgefoundationssrcwiki
241974WerbosBeyond Regression (Backpropagation)foundationssrcwiki
251975HollandAdaptation in Natural and Artificial Systemsartificial-lifesrcwiki
261976Newell, SimonComputer Science as Empirical Inquiryfoundationssrcwiki
271982HopfieldNeural Networks and Physical Systems with Emergent Collective Computational Abilitiesfoundationssrcwiki
281986Rumelhart, Hinton, WilliamsLearning by Back-propagating Errorsfoundationssrcwiki
291986White et al.The Connectome of C. elegansartificial-lifesrcwiki
301987ReynoldsFlocks, Herds, and Schools: A Distributed Behavioral Modelartificial-lifesrcwiki
311988SuttonLearning to Predict by Temporal Differencesreinforcement-learningsrcwiki
321990LangtonComputation at the Edge of Chaosartificial-lifesrcwiki
331991BrooksIntelligence Without Representationartificial-lifesrcwiki
341992RayAn Approach to the Synthesis of Life (Tierra)artificial-lifesrcwiki
351992Watkins, DayanQ-Learningreinforcement-learningsrcwiki
361992WilliamsREINFORCEreinforcement-learningsrcwiki
371993Schultz et al.Responses of Monkey Dopamine Neuronsneurosciencesrcwiki
381995Cortes, VapnikSupport-Vector Networksfoundationssrcwiki
391997Hochreiter, SchmidhuberLong Short-Term Memoryfoundationssrcwiki
401997Schultz, Dayan, MontagueA Neural Substrate of Prediction and Rewardneurosciencesrcwiki
411998LeCun et al.Gradient-Based Learning Applied to Document Recognition (LeNet)foundationssrcwiki
422000PearlCausality: Models, Reasoning, and Inferencefoundationssrcwiki
432006Hinton, Osindero, TehA Fast Learning Algorithm for Deep Belief Netsfoundationssrcwiki
442012Krizhevsky, Sutskever, HintonImageNet Classification with Deep CNNs (AlexNet)foundationssrcwiki
452013Kingma, WellingAuto-Encoding Variational Bayes (VAE)transformerssrcwiki
462014Goodfellow et al.Generative Adversarial Netsfoundationssrcwiki
472015Mnih et al.Human-level Control through Deep RL (DQN)reinforcement-learningsrcwiki
482016Silver et al.Mastering Go with Deep Neural Networks (AlphaGo)reinforcement-learningsrcwiki
492017Vaswani et al.Attention Is All You Needtransformerssrcwiki
502018Radford et al.Improving Language Understanding by Generative Pre-Training (GPT-1)transformerssrcwiki
512019Devlin et al.BERTtransformerssrcwiki
522019SuttonThe Bitter Lessonfoundationssrcwiki
532020Dosovitskiy et al.An Image is Worth 16x16 Words (ViT)transformerssrcwiki
542020Ho, Jain, AbbeelDenoising Diffusion Probabilistic Models (DDPM)transformerssrcwiki
552020Kaplan et al.Scaling Laws for Neural Language Modelstransformerssrcwiki
562020Lewis et al.Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (RAG)transformerssrcwiki
572020Brown et al.Language Models are Few-Shot Learners (GPT-3)transformerssrcwiki
582021CrawfordAtlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligencefoundationssrcwiki
592021Hu et al.LoRA: Low-Rank Adaptation of Large Language Modelstransformerssrcwiki
602022Wei et al.Chain-of-Thought Promptingtransformerssrcwiki
612022LeCunA Path Towards Autonomous Machine Intelligenceworld-modelssrcwiki
622023Han et al.Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Surveytransformerssrcwiki
632023Winding et al.The Connectome of an Insect Brain (Drosophila)artificial-lifesrcwiki
642024Edge et al.From Local to Global: GraphRAGtransformerssrcwiki
652024Behrouz, Zhong, MirrokniTitans: Learning to Memorize at Test Timetransformerssrcwiki
662025Silver, SuttonWelcome to the Era of Experiencereinforcement-learningsrcwiki
672025Kaushik et al.The Universal Weight Subspace Hypothesistransformerssrcwiki
682025Behrouz et al.Nested Learning: The Illusion of Deep Learning Architecturestransformerssrcwiki
692026Maes et al.LeWorldModel: Stable End-to-End JEPAworld-modelssrcwiki
702026Berg et al.Sexual Dimorphism in the Complete Drosophila Male CNS Connectomeartificial-lifesrcwiki

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