Resources
Patent listings.
Every one of the 11,224 patents below was prosecuted by Amin, Turocy & Watson. They issued between 2013 and 2026, and each is searchable here by number, by title and by technical discipline.
Two sources, and they do not overlap. Patents through 2014 are the firm’s own published listing. From 2015 onward they are drawn from the USPTO’s attorney-of-record index. Technical disciplines are assigned from the inventive CPC code the examiner gave each patent.
This is a floor, not a complete record. Where a client substituted its own counsel of record before a patent issued, that patent prints the client’s counsel and does not appear here, however much of the work the firm did.
The corpus by technical discipline
| Technology | Patents | Share of classified corpus |
|---|---|---|
| Software & Computing | 4,795 | 42.7% |
| Mechanical & Materials | 2,602 | 23.2% |
| Semiconductors & Electronics | 1,203 | 10.7% |
| AI & Machine Learning | 409 | 3.6% |
| Autonomous Vehicles | 398 | 3.5% |
| Green Technologies | 384 | 3.4% |
| Cybersecurity | 374 | 3.3% |
| Chemical & Biotechnology | 322 | 2.9% |
| Industrial Automation | 309 | 2.8% |
| Medical Devices | 202 | 1.8% |
| Quantum Computing | 196 | 1.7% |
| Robotics | 30 | 0.3% |
409 of 11,224 patents
| Patent number | Title | Area |
|---|---|---|
| 12,725,608 | Automatic speech recognition with multilingual scalability and low-resource adaptation | AI & Machine Learning |
| 12,725,451 | Artificial intelligence video analysis enhanced with text generation | AI & Machine Learning |
| 12,725,406 | Task-oriented clustering using prompt learning | AI & Machine Learning |
| 12,725,076 | Artificial intelligence model learning introspection | AI & Machine Learning |
| 12,725,075 | Training data generation via reinforcement learning fault-injection | AI & Machine Learning |
| 12,725,036 | Explainable deep interpolation of missing pixels via non-contiguous interpolation neighborhoods | AI & Machine Learning |
| 12,718,797 | Label smoothing technique for improving generalization of deep neural network acoustic models | AI & Machine Learning |
| 12,718,138 | Quantum-enhanced features for classical machine learning | AI & Machine Learning |
| 12,694,331 | Sufficiency assessment of machine learning models through maximum deviation | AI & Machine Learning |
| 12,683,027 | Data candidate querying via embeddings for deep learning refinement | AI & Machine Learning |
| 12,682,658 | White line recognition device, mobile object control system, and white line recognition method | AI & Machine Learning |
| 12,682,222 | Automatic correlation of test logs with service ticket | AI & Machine Learning |
| 12,675,980 | Generating a test diffusion model | AI & Machine Learning |
| 12,675,682 | Neural network accelerator output ranking | AI & Machine Learning |
| 12,670,457 | Assignment of artificial intelligence use cases | AI & Machine Learning |
| 12,670,410 | Privacy enhanced federated training and inference over vertically and horizontally partitioned data | AI & Machine Learning |
| 12,664,762 | Continuous model refinement via synthetic image generation from non-image feedback | AI & Machine Learning |
| 12,645,961 | Constrained decision-making and explanation of a recommendation | AI & Machine Learning |
| 12,639,965 | Iterative framework for learning multimodal mappings tailored to medical image inferencing tasks | AI & Machine Learning |
| 12,639,617 | Risk assessment of a proposed change in a computing environment | AI & Machine Learning |
| 12,639,599 | Modeling bi-directional effects between events and system variables | AI & Machine Learning |
| 12,639,570 | Deep learning image analysis with increased modularity and reduced footprint | AI & Machine Learning |
| 12,639,554 | Combining generative aligners and transition-based parsers | AI & Machine Learning |
| 12,633,137 | Moving body control device, moving body control method, and storage medium using trained models adapted for multiple types of roads | AI & Machine Learning |
| 12,619,915 | Machine learning pipeline automation | AI & Machine Learning |
| 12,608,958 | Vehicle control based on map line and detected line reliability | AI & Machine Learning |
| 12,608,614 | Generating neural networks tailored to optimize specific medical image properties using novel loss functions | AI & Machine Learning |
| 12,597,238 | Automatic image variety simulation for improved deep learning performance | AI & Machine Learning |
| 12,593,141 | Information management device, information management method, and storage medium for managing information provided to a mobile object and device used by a user in location different from the mobile object | AI & Machine Learning |
| 12,592,227 | Dialog understanding device and dialog understanding method | AI & Machine Learning |
| 12,592,218 | Communication device, communication method, and non-transitory storage medium | AI & Machine Learning |
| 12,592,087 | Image processing device, image processing method, and storage medium | AI & Machine Learning |
| 12,591,774 | Ordering infrastructure using application terms | AI & Machine Learning |
| 12,579,776 | Display device, display method, and computer-readable storage medium | AI & Machine Learning |
| 12,579,466 | Dynamic user-interface comparison between machine learning output and training data | AI & Machine Learning |
| 12,572,805 | Node pruning device, node pruning method, and storage medium | AI & Machine Learning |
| 12,567,074 | Generative AI for customer support acceleration | AI & Machine Learning |
| 12,566,941 | Extension of existing neural networks without affecting existing outputs | AI & Machine Learning |
| 12,555,684 | Assessing a treatment service based on a measure of trust dynamics | AI & Machine Learning |
| 12,555,582 | Conversation support device, conversation support system, conversation support method, and storage medium | AI & Machine Learning |
| 12,555,009 | Updating of a statistical set for decentralized distributed training of a machine learning model | AI & Machine Learning |
| 12,554,961 | Block transfer of neuron output values through data memory for neurosynaptic processors | AI & Machine Learning |
| 12,536,447 | Feature selection in vertical federated learning | AI & Machine Learning |
| 12,530,614 | Automated machine learning model feedback with data capture and synthetic data generation | AI & Machine Learning |
| 12,526,653 | Artificial intelligence radio function model management in a communication network | AI & Machine Learning |
| 12,512,089 | Testing cascaded deep learning pipelines comprising a speech-to-text model and a text intent classifier | AI & Machine Learning |
| 12,505,691 | Deep learning document generation from conversation transcripts | AI & Machine Learning |
| 12,482,483 | Length perturbation techniques for improving generalization of deep neural network acoustic models | AI & Machine Learning |
| 12,482,459 | Speech recognition system, acoustic processing method, and non-temporary computer-readable medium | AI & Machine Learning |
| 12,481,861 | Hierarchical parallelism in a network of distributed neural network cores | AI & Machine Learning |