Publications (66)
Granite Embedding R2 Models
Parul Awasthy, Aashka Trivedi, Yulong Li +17
Magnetic Force Microscopy Imaging Using Geometrically Constrained Nano-Domain Walls
Héctor Corte-León, Luis Alfredo RodrÃguez, Matteo Pancaldi +5
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Junmo Kang, Leonid Karlinsky, Hongyin Luo +7
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
Granite Vision Team, Leonid Karlinsky, Assaf Arbelle +60
Universal Rational Parametrizations and Toric Varieties
David Cox, Rimvydas Krasauskas, Mircea Mustata
A Scalable NorthPole System with End-to-End Vertical Integration for Low-Latency and Energy-Efficient LLM Inference
Michael V. DeBole, Rathinakumar Appuswamy, Neil McGlohon +30
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification
William Lotter, Greg Sorensen, David Cox
Self-supervised Moving Vehicle Tracking with Stereo Sound
Chuang Gan, Hang Zhao, Peihao Chen +2
Conditional Infilling GANs for Data Augmentation in Mammogram Classification
Eric Wu, Kevin Wu, David Cox +1
Tate Resolutions and Weyman Complexes
David Cox, Evgeny Materov
The Rees Algebra of Parametric Curves via liftings
Teresa Cortadellas Benitez, David Cox, Carlos D'Andrea
Unsupervised Learning of Visual Structure using Predictive Generative Networks
William Lotter, Gabriel Kreiman, David Cox
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception
William Lotter, Gabriel Kreiman, David Cox
Microdatabases for the Industrial Internet
K. Eric Harper, Thijmen de Gooijer, Johannes O. Schmitt +1
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering
Guangtao Zeng, Maohao Shen, Delin Chen +8
The infrastructure powering IBM's Gen AI model development
Talia Gershon, Seetharami Seelam, Brian Belgodere +143
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
Chuang Gan, Jeremy Schwartz, Seth Alter +21
Global Rhythm Style Transfer Without Text Transcriptions
Kaizhi Qian, Yang Zhang, Shiyu Chang +4
Recurrent computations for visual pattern completion
Hanlin Tang, Martin Schrimpf, Bill Lotter +6
Search for a heavy top t' to Wq in top events
David Cox
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences
Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva +2
Principal moduli and class fields
David Cox, John McKay, Peter Stevenhagen
Tate Resolutions for Segre Embeddings
David Cox, Evgeny Materov
Rapid Development of Compositional AI
Lee Martie, Jessie Rosenberg, Veronique Demers +12
A study of singularities on rational curves via syzygies
David Cox, Andrew R. Kustin, Claudia Polini +1
Audio-Visual Neural Syntax Acquisition
Cheng-I Jeff Lai, Freda Shi, Puyuan Peng +10
: towards data-free Transferable Parameter Efficient Finetuning
Runqian Wang, Soumya Ghosh, David Cox +4
Clique Topology Reveals Intrinsic Geometric Structure in Neural Correlations: An Overview
David Cox
Self-Specialization: Uncovering Latent Expertise within Large Language Models
Junmo Kang, Hongyin Luo, Yada Zhu +6
LLMON: An LLM-native Markup Language to Leverage Structure and Semantics at the LLM Interface
Michael Hind, Basel Shbita, Bo Wu +5
A case study in bigraded commutative algebra
David Cox, Alicia Dickenstein, Hal Schenck
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
Maohao Shen, Guangtao Zeng, Zhenting Qi +7
CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery
Youssef Mroueh, Carlos Fonseca, Brian Belgodere +1
Tensor Switching Networks
Chuan-Yung Tsai, Andrew Saxe, David Cox
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers
Kaizhi Qian, Yang Zhang, Heting Gao +5
The CDF L2 Track Trigger Upgrade
David Cox
Regularity and Segre-Veronese embeddings
David Cox, Evgeny Materov
Granite Embedding Models
Parul Awasthy, Aashka Trivedi, Yulong Li +19
Implicitization of surfaces in P^3 in the presence of base points
Laurent Buse, David Cox, Carlos D'Andrea
Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM
German Abrevaya, Irina Rish, Aleksandr Y. Aravkin +7
Residues in Toric Varieties
Eduardo Cattani, David Cox, Alicia Dickenstein
Hurwitz Quaternion Multiplicative Quantization for KV Cache Compression
Kabir Swain, Sijie Han, Daniel Karl I. Weidele +3
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu +7
Input-Aware Auto-Tuning of Compute-Bound HPC Kernels
Philippe Tillet, David Cox
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle +7
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning
William Lotter, Gabriel Kreiman, David Cox
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal +23
Lifelong Object Detection
Wang Zhou, Shiyu Chang, Norma Sosa +2
Delta Epsilon Alpha Star: A PAC-Admissible Search Algorithm
David Cox
Syntactically Informed Text Compression with Recurrent Neural Networks
David Cox
On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis
Cheng-I Jeff Lai, Erica Cooper, Yang Zhang +8
Secant varieties of toric varieties
David Cox, Jessica Sidman
ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization
Xiangyi Chen, Sijia Liu, Kaidi Xu +4
Activated LoRA: Fine-tuned LLMs for Intrinsics
Kristjan Greenewald, Luis Lastras, Thomas Parnell +6
A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation
Isha Puri, David Cox
Local Complete Intersections in P^2 and Koszul Syzygies
David Cox, Hal Schenck
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation
Quanfu Fan, Chun-Fu Chen, Hilde Kuehne +2
Using Human Brain Activity to Guide Machine Learning
Ruth Fong, Walter Scheirer, David Cox
Wavefront Threading Enables Effective High-Level Synthesis
Blake Pelton, Adam Sapek, Ken Eguro +10
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
Zhiqing Sun, Yikang Shen, Qinhong Zhou +5
VALHALLA: Visual Hallucination for Machine Translation
Yi Li, Rameswar Panda, Yoon Kim +4
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
Yonggan Fu, Yongan Zhang, Yang Zhang +2
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
Yonggan Fu, Qixuan Yu, Yang Zhang +4
Codimension Theorems for Complete Toric Varieties
David Cox, Alicia Dickenstein
SALMON: Self-Alignment with Instructable Reward Models
Zhiqing Sun, Yikang Shen, Hongxin Zhang +5
Unsupervised Speech Decomposition via Triple Information Bottleneck
Kaizhi Qian, Yang Zhang, Shiyu Chang +2