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R. Baraniuk · SciRah

Researcher profile · Semantic Scholar

R. Baraniuk

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R. Baraniuk — researcher profile on SciRah

h-index: 13
Works: 64
Citations: 614

Most-cited papers

Terahertz Imaging Employing Graphene Modulator Arrays
Berardi Sensale-Rodriguez, S. Rafique, R. Yan, Mingda Zhu +126 more
104 citations
Semantic Scholar
Deep Networks Always Grok and Here is Why
Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk
2024International Conference on Machine Learning68 citations
Semantic Scholar
Pedagogical Alignment of Large Language Models
Shashank Sonkar, Kang-Qi Ni, Sapana Chaudhary, R. Baraniuk
2024Conference on Empirical Methods in Natural Language Processing48 citations
Semantic Scholar
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals
T. Nguyen, T. Nguyen, R. Baraniuk
2023Neural Information Processing Systems47 citations
Semantic Scholar
Self-Improving Diffusion Models with Synthetic Data
Sina Alemohammad, Ahmed Imtiaz Humayun, S. Agarwal, John P. Collomosse +1 more
2024arXiv.org45 citations
Semantic Scholar
Impact of Substrate Characteristics on Performance of Large Area Plasmonic Photoconductive Emitters
N. Yardimci, R. Salas, Erica M. Krivoy, H. P. Nair +99 more
38 citations
Semantic Scholar
Nonlinear wavelet transforms for image coding via lifting
R. L. Claypoole, Geoffrey M. Davis, W. Sweldens, R. Baraniuk
2003IEEE Transactions on Image Processing34 citations
Semantic Scholar
Automated Long Answer Grading with RiceChem Dataset
Shashank Sonkar, Kang-Qi Ni, Lesa Tran Lu, Kristi Kincaid +2 more
2024International Conference on Artificial Intelligence in Education29 citations
Semantic Scholar
Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions
Nai-Ming Liu, Shashank Sonkar, Zichao Wang, Simon Woodhead +1 more
2023arXiv.org26 citations Open access
Semantic Scholar
Learning Transferable Features for Implicit Neural Representations
Kushal Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute, R. Baraniuk +2 more
2024Neural Information Processing Systems20 citations
Semantic Scholar
PIDformer: Transformer Meets Control Theory
T. Nguyen, César A. Uribe, T. Nguyen, R. Baraniuk
2024International Conference on Machine Learning15 citations
Semantic Scholar
Deep Neural Networks
Randall Balestriero, R. Baraniuk
201715 citations
Semantic Scholar
Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning
Shashank Sonkar, Nai-Ming Liu, R. Baraniuk
2024Conference on Empirical Methods in Natural Language Processing13 citations Open access
Semantic Scholar
Implicit Neural Representations and the Algebra of Complex Wavelets
T. Roddenberry, Vishwanath Saragadam, M. D. de Hoop, R. Baraniuk
2023International Conference on Learning Representations11 citations Open access
Semantic Scholar
Synthetic Context Generation for Question Generation
Nai-Ming Liu, Zichao Wang, R. Baraniuk
2024arXiv.org8 citations
Semantic Scholar
Minimizing Collateral Damage in Activation Steering
T. Nguyen, T. Nguyen, Sina Alemohammad, R. Baraniuk
2026arXiv.org6 citations
Semantic Scholar
Improving Routing in Sparse Mixture of Experts with Graph of Tokens
T. Nguyen, Ngoc N. Tran, Khai Nguyen, R. Baraniuk
2025arXiv.org6 citations
Semantic Scholar
Improving Fairness and Mitigating MADness in Generative Models
Paul Mayer, L. Luzi, Ali Siahkoohi, Don H. Johnson +1 more
20246 citations
Semantic Scholar
Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits
Shashank Sonkar, Nai-Ming Liu, Debshila Basu Mallick, R. Baraniuk
2024International Conference on Artificial Intelligence in Education6 citations
Semantic Scholar
Perspectives on the State and Future of Deep Learning - 2023
Micah Goldblum, Anima Anandkumar, R. Baraniuk, Tom Goldstein +6 more
2023arXiv.org6 citations
Semantic Scholar
Coherent Multiscale Image Processing Using Quaternion Wavelets
W. Chan, Hyeokho Choi, R. Baraniuk
6 citations
Semantic Scholar
Neon: Negative Extrapolation From Self-Training Improves Image Generation
Sina Alemohammad, Sina Alemohammad, Zhangyang Wang, R. Baraniuk
2025arXiv.org5 citations
Semantic Scholar
Training Dynamics of Deep Network Linear Regions
Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk
2023arXiv.org5 citations
Semantic Scholar
Sharing knowledge and building communities in signal processing
R. Baraniuk, C. Burrus, Don H. Johnson, Douglas L. Jones
2004IEEE Signal Processing Magazine5 citations
Semantic Scholar
SaFARi: State-Space Models for Frame-Agnostic Representation
Hossein Babaei, Mel White, Sina Alemohammad, R. Baraniuk
2025Trans. Mach. Learn. Res.4 citations
Semantic Scholar
Open(ing) Education
R. Baraniuk
20204 citations
Semantic Scholar
Grokking and the Geometry of Circuit Formation
Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk
4 citations
Semantic Scholar
The Linear Centroids Hypothesis: Features as Directions Learned by Local Experts
Thomas Walker, Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk
20263 citations
Semantic Scholar
The Importance of Teaching Logic to Computer Scientists and Electrical Engineers
Paul Mayer, R. Baraniuk
2025ACM Transactions on Computing Education3 citations
Semantic Scholar
Exact Visualization of Deep Neural Network Geometry and Decision Boundary
Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk, Arianna Di Bernardo +3 more
20223 citations
Semantic Scholar
Provable Instance Specific Robustness via Linear Constraints
Ahmed Imtiaz Humayun, Josue Casco-Rodriguez, Randall Balestriero, R. Baraniuk
3 citations
Semantic Scholar
WaLRUS: Wavelets for Long range Representation Using State Space Methods
Hossein Babaei, Mel White, Sina Alemohammad, R. Baraniuk
2025Neural Information Processing Systems2 citations
Semantic Scholar
GrokAlign: Geometric Characterisation and Acceleration of Grokking
Thomas Walker, Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk
2025arXiv.org2 citations
Semantic Scholar
On the Geometry of Deep Learning
Randall Balestriero, Ahmed Imtiaz Humayun, R. Baraniuk
2025Notices of the American Mathematical Society2 citations
Semantic Scholar
[Re] The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Non-Gaussian Observation Models
Josue Casco-Rodriguez, Caleb T. Kemere, R. Baraniuk
2024arXiv.org2 citations
Semantic Scholar
MalAlgoQA: A Pedagogical Approach for Evaluating Counterfactual Reasoning Abilities
Nai-Ming Liu, Shashank Sonkar, Myco Le, R. Baraniuk
2024arXiv.org2 citations
Semantic Scholar
Leakage and Second-Order Dynamics Improve Hippocampal RNN Replay
Josue Casco-Rodriguez, Nanda H Krishna, R. Baraniuk
2026arXiv.org1 citations
Semantic Scholar
Finsler Geometry, Graph Neural Networks, and You
T. Roddenberry, R. Baraniuk
2026arXiv.org1 citations
Semantic Scholar
WaLRUS: Wavelets for Long-range Representation Using SSMs
Hossein Babaei, Mel White, Sina Alemohammad, R. Baraniuk
2025arXiv.org1 citations
Semantic Scholar
Rates and architectures for learning geometrically non-trivial operators
T. Roddenberry, L. Tzou, Ivan Dokmanić, M. D. de Hoop +1 more
2025arXiv.org1 citations
Semantic Scholar
Mitigating over-Exploration in Latent Space Optimization using les
Omer Ronen, Ahmed Imtiaz Humayun, R. Baraniuk, Randall Balestriero +1 more
2024International Conference on Machine Learning1 citations
Semantic Scholar
Compressive Sensing
Aswin C. Sankaranarayanan, R. Baraniuk
2020Computer Vision1 citations
Semantic Scholar
node communication network model and exponential inter arrival times as a particular case.
S. Ratnam, K. S. Rao, P. Rao, V. Frost +6 more
20151 citations
Semantic Scholar
Collaboration-Type Identiﬁcation in Educational Datasets
Andrew E. Waters, Christoph Studer, R. Baraniuk
1 citations
Semantic Scholar
Improving Generative Model Self-Training with Geometrically Modified Outputs
Patrick Batsell, Thomas Walker, R. Baraniuk
20260 citations
Semantic Scholar
The Geometric Structure of Models Learning Sparse Data
Thomas Walker, T. Roddenberry, Ahmed Imtiaz Humayun, Randall Balestriero +1 more
2026arXiv.org0 citations
Semantic Scholar
The Linear Centroids Hypothesis: How Deep Network Features Represent Data
Thomas Walker, Ahmed Imtiaz Humayun, Randall Balestriero, R. Baraniuk
2026arXiv.org0 citations
Semantic Scholar
Behavioral Monitoring of JEPA World Models with Jacobian Centroids
Thomas Walker, Randall Balestriero, R. Baraniuk
20260 citations
Semantic Scholar
W4S4: WaLRUS Meets S4 for Long-Range Sequence Modeling
Hossein Babaei, Mel White, R. Baraniuk
2025arXiv.org0 citations
Semantic Scholar
Estimating the Number and Locations of Boundaries in Reverberant Environments with Deep Learning
Toros Arikan, Luca M. Chackalackal, Fatima Ahsan, K. Tittel +3 more
2024IEEE International Conference on Acoustics, Speech, and Signal Processing0 citations Open access
Semantic Scholar

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