Jame Silberrad Brown Center for Artificial Intelligence

jsbaicenter's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Articles

amanchadha 

authored 3 papers 14 days ago

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published 16 days ago • 2

ECLIPTICA -- A Framework for Switchable LLM Alignment via CITA - Contrastive Instruction-Tuned Alignment

Paper • 2601.06157 • Published 22 days ago

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Paper • 2601.06238 • Published 19 days ago • 1

amanchadha 

submitted 2 papers to Daily Papers 14 days ago

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published 16 days ago • 2

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Paper • 2601.06238 • Published 19 days ago • 1

amanchadha 

authored a paper 27 days ago

Catch Me If You Can: How Smaller Reasoning Models Pretend to Reason with Mathematical Fidelity

Paper • 2512.00552 • Published Nov 29, 2025

amanchadha 

authored a paper about 2 months ago

JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attention

Paper • 2512.07168 • Published Dec 8, 2025 • 2

amanchadha 

submitted a paper to Daily Papers about 2 months ago

JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attention

Paper • 2512.07168 • Published Dec 8, 2025 • 2

amanchadha 

authored a paper about 2 months ago

Embodied Referring Expression Comprehension in Human-Robot Interaction

Paper • 2512.06558 • Published Dec 6, 2025 • 4

amanchadha 

authored a paper 2 months ago

Position: The Complexity of Perfect AI Alignment -- Formalizing the RLHF Trilemma

Paper • 2511.19504 • Published Nov 23, 2025 • 2

amanchadha 

authored a paper 3 months ago

Learning from Generalization Patterns: An Evaluation-Driven Approach to Enhanced Data Augmentation for Fine-Tuning Small Language Models

Paper • 2510.18143 • Published Oct 20, 2025

amanchadha 

authored 2 papers 4 months ago

DanceText: A Training-Free Layered Framework for Controllable Multilingual Text Transformation in Images

Paper • 2504.14108 • Published Apr 18, 2025

FuseCodec: Semantic-Contextual Fusion and Supervision for Neural Codecs

Paper • 2509.11425 • Published Sep 14, 2025 • 4

amanchadha 

authored 2 papers 5 months ago

SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction

Paper • 2509.00581 • Published Aug 30, 2025 • 11

AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models

Paper • 2509.02133 • Published Sep 2, 2025 • 5

amanchadha 

authored 5 papers 6 months ago

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction

Paper • 2508.05545 • Published Aug 7, 2025 • 2

I Think, Therefore I Am Under-Qualified? A Benchmark for Evaluating Linguistic Shibboleth Detection in LLM Hiring Evaluations

Paper • 2508.04939 • Published Aug 6, 2025 • 2

Investigating Hallucination in Conversations for Low Resource Languages

Paper • 2507.22720 • Published Jul 30, 2025 • 7

AlignGuard-LoRA: Alignment-Preserving Fine-Tuning via Fisher-Guided Decomposition and Riemannian-Geodesic Collision Regularization

Paper • 2508.02079 • Published Aug 4, 2025 • 3

TRACEALIGN -- Tracing the Drift: Attributing Alignment Failures to Training-Time Belief Sources in LLMs

Paper • 2508.02063 • Published Aug 4, 2025 • 1