Melanie Mitchell

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 38

Top Topics

Analogical Reasoning

Artificial Intelligence

Semantic Image Retrieval

Object Localization

Top Venues

Publications

Martha Anne Lewis, Melanie Mitchell
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models. CoRR (2024)
Melanie Mitchell, Alessandro B. Palmarini, Arseny Moskvichev
Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks. CoRR (2023)
Arseny Moskvichev, Victor Vikram Odouard, Melanie Mitchell
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. CoRR (2023)
Micah Goldblum, Anima Anandkumar, Richard G. Baraniuk, Tom Goldstein, Kyunghyun Cho, Zachary C. Lipton, Melanie Mitchell, Preetum Nakkiran, Max Welling, Andrew Gordon Wilson
Perspectives on the State and Future of Deep Learning - 2023. CoRR (2023)
Arsenii Moskvichev, Victor Vikram Odouard, Melanie Mitchell
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain. Trans. Mach. Learn. Res. 2023 (2023)
Murray Shanahan, Melanie Mitchell
Abstraction for Deep Reinforcement Learning. IJCAI (2022)
Melanie Mitchell, David C. Krakauer
The Debate Over Understanding in AI's Large Language Models. CoRR (2022)
Victor Vikram Odouard, Melanie Mitchell
Evaluating Understanding on Conceptual Abstraction Benchmarks. CoRR (2022)
Murray Shanahan, Melanie Mitchell
Abstraction for Deep Reinforcement Learning. CoRR (2022)
Michael L. Littman, Ifeoma Ajunwa, Guy Berger, Craig Boutilier, Morgan Currie, Finale Doshi-Velez, Gillian K. Hadfield, Michael C. Horowitz, Charles Isbell, Hiroaki Kitano, Karen Levy, Terah Lyons, Melanie Mitchell, Julie Shah, Steven Sloman, Shannon Vallor, Toby Walsh
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report. CoRR (2022)
Victor Vikram Odouard, Melanie Mitchell
Evaluating Understanding on Conceptual Abstraction Benchmarks. EBeM@IJCAI (2022)
Tyler Millhouse, Melanie Moses, Melanie Mitchell
Embodied, Situated, and Grounded Intelligence: Implications for AI. CoRR (2022)
Tyler Millhouse, Melanie Moses, Melanie Mitchell
Frontiers in Evolutionary Computation: A Workshop Report. CoRR (2021)
Tyler Millhouse, Melanie Moses, Melanie Mitchell
Frontiers in Collective Intelligence: A Workshop Report. CoRR (2021)
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon
A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks. CoRR (2021)
Tyler Millhouse, Melanie Moses, Melanie Mitchell
Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report. CoRR (2021)
Melanie Mitchell
Abstraction and Analogy-Making in Artificial Intelligence. CoRR (2021)
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers. CoRR (2021)
Melanie Mitchell
Why AI is Harder Than We Think. CoRR (2021)
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks. NeurIPS (2021)
Melanie Mitchell
On Crashing the Barrier of Meaning in Artificial Intelligence. AI Mag. 41 (2) (2020)
Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable. CoRR (2020)
Melanie Mitchell
Conceptual Abstraction and Analogy in Artificial Intelligence. ALIFE (2020)
Melanie Mitchell
Artificial Intelligence Hits the Barrier of Meaning. Inf. 10 (2) (2019)
Erik Conser, Kennedy Hahn, Chandler M. Watson, Melanie Mitchell
Revisiting Visual Grounding. CoRR (2019)
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
Gaussian Processes with Context-Supported Priors for Active Object Localization. IJCNN (2018)
Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell
Semantic Image Retrieval via Active Grounding of Visual Situations. ICSC (2018)
Joseph T. Lizier, Michael Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda Lizier, Hiroki Sayama
An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education. Complex. 2018 (2018)
Anthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell
Bayesian optimization for refining object proposals. IPTA (2017)
Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon
Sparse Coding on Stereo Video for Object Detection. CoRR (2017)
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
Bayesian Optimization for Refining Object Proposals. CoRR (2017)
Max H. Quinn, Erik Conser, Jordan M. Witte, Melanie Mitchell
Semantic Image Retrieval via Active Grounding of Visual Situations. CoRR (2017)
Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell
Fast on-line kernel density estimation for active object localization. IJCNN (2017)
Melanie Mitchell
Active Interpretation of Visual Situations. AAAI Spring Symposia (2017)
Anthony D. Rhodes, Max H. Quinn, Melanie Mitchell
Fast On-Line Kernel Density Estimation for Active Object Localization. CoRR (2016)
Payel Ghosh, Melanie Mitchell, James A. Tanyi, Arthur Y. Hung
Incorporating priors for medical image segmentation using a genetic algorithm. Neurocomputing 195 (2016)
Max H. Quinn, Anthony D. Rhodes, Melanie Mitchell
Active Object Localization in Visual Situations. CoRR (2016)
Stephanie Forrest, Melanie Mitchell
Adaptive computation: the multidisciplinary legacy of John H. Holland. Commun. ACM 59 (8) (2016)
Michael D. Thomure, Melanie Mitchell, Garrett T. Kenyon
On the role of shape prototypes in hierarchical models of vision. IJCNN (2013)
Will Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby
Interpreting individual classifications of hierarchical networks. CIDM (2013)
Melanie Mitchell
Biological Computation. Comput. J. 55 (7) (2012)
Melanie Mitchell
Ubiquity symposium: Biological Computation. Ubiquity 2011 (February) (2011)
Payel Ghosh, Melanie Mitchell, Judith Gold
LSGA: combining level-sets and genetic algorithms for segmentation. Evol. Intell. 3 (1) (2010)
Melanie Mitchell, James A. Tanyi, Arthur Y. Hung
Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning. ICMLA (2010)
Manuel Marques-Pita, Melanie Mitchell, Luis Mateus Rocha
The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computation. UC (2008)
Payel Ghosh, Melanie Mitchell
Prostate segmentation on pelvic CT images using a genetic algorithm. Medical Imaging: Image Processing (2008)
Ralf Juengling, Melanie Mitchell
Combinatorial Shape Decomposition. ISVC (2) (2007)
Payel Ghosh, Melanie Mitchell
Segmentation of medical images using a genetic algorithm. GECCO (2006)
Melanie Mitchell
Complex systems: Network thinking. Artif. Intell. 170 (18) (2006)
Nathan Williams, Melanie Mitchell
Investigating the success of spatial coevolution. GECCO (2005)
Melanie Mitchell
Self-awareness and control in decentralized systems. AAAI Spring Symposium: Metacognition in Computation (2005)
Francisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield
Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study. International Conference on Computational Science (1) (2002)
Ludo Pagie, Melanie Mitchell
A Comparison of Evolutionary and Coevolutionary Search. Int. J. Comput. Intell. Appl. 2 (1) (2002)
Francisco Jiménez-Morales, James P. Crutchfield, Melanie Mitchell
Evolving two-dimensional cellular automata to perform density classification: A report on work in progress. Parallel Comput. 27 (5) (2001)
Justin Werfel, Melanie Mitchell, James P. Crutchfield
Resource sharing and coevolution in evolving cellular automata. IEEE Trans. Evol. Comput. 4 (4) (2000)
Erik van Nimwegen, James P. Crutchfield, Melanie Mitchell
Statistical Dynamics of the Royal Road Genetic Algorithm. Theor. Comput. Sci. 229 (1) (1999)
Melanie Mitchell
Can evolution explain how the mind works? A review of the evolutionary psychology debates. Complex. 4 (3) (1999)
Wim Hordijk, James P. Crutchfield, Melanie Mitchell
Mechanisms of Emergent Computation in Cellular Automata. PPSN (1998)
Melanie Mitchell
Handbook of Genetic Algorithms (L. D. Davis). Artif. Intell. 100 (1-2) (1998)
Melanie Mitchell
Darwin's dangerous idea. Complex. 2 (1) (1996)
Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson
Evolving Globally Synchronized Cellular Automata. ICGA (1995)
Melanie Mitchell
Genetic algorithms: An overview. Complex. 1 (1) (1995)
Rajarshi Das, Melanie Mitchell, James P. Crutchfield
A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata. PPSN (1994)
Melanie Mitchell, Stephanie Forrest
Genetic Algorithms and Artificial Life. Artif. Life 1 (3) (1994)
Melanie Mitchell, John H. Holland
When Will a Genetic Algorithm Outperform Hill Climbing? ICGA (1993)
Stephanie Forrest, Melanie Mitchell
What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation. Mach. Learn. 13 (1993)
Melanie Mitchell, Peter T. Hraber, James P. Crutchfield
Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations. Complex Syst. 7 (2) (1993)
Melanie Mitchell, John H. Holland, Stephanie Forrest
When will a Genetic Algorithm Outperform Hill Climbing. NIPS (1993)
Stephanie Forrest, Melanie Mitchell
Relative Building-Block Fitness and the Building Block Hypothesis. FOGA (1992)
Stephanie Forrest, Melanie Mitchell
The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation. ICGA (1991)