3 papers
cs.LG2025
CoPE: A Lightweight Complex Positional Encoding
Avinash Amballa
Recent studies have demonstrated the effectiveness of position encoding in transformer architectures. By incorporating positional information, this approach provides essential guid…
cs.CL2025
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions
Dhruvesh Patel, Aishwarya Sahoo, Avinash Amballa +3
Autoregressive models (ARMs), which predict subsequent tokens one-by-one ``from left to right,'' have achieved significant success across a wide range of sequence generation tasks.…
cs.CV2024
LS-GAN: Human Motion Synthesis with Latent-space GANs
Avinash Amballa, Gayathri Akkinapalli, Vinitra Muralikrishnan
Human motion synthesis conditioned on textual input has gained significant attention in recent years due to its potential applications in various domains such as gaming, film produ…